diff --git a/404.html b/404.html index acc110cc875..0920fb2d913 100644 --- a/404.html +++ b/404.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/achievements-activities-awards/index.html b/about-deepak-sood/achievements-activities-awards/index.html index 16bddd59c66..f1d446034c7 100644 --- a/about-deepak-sood/achievements-activities-awards/index.html +++ b/about-deepak-sood/achievements-activities-awards/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/experience/index.html b/about-deepak-sood/experience/index.html index e5e8b61f816..4ca4de919f2 100644 --- a/about-deepak-sood/experience/index.html +++ b/about-deepak-sood/experience/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/faqs/index.html b/about-deepak-sood/faqs/index.html index c4097e055aa..5c9869c79dc 100644 --- a/about-deepak-sood/faqs/index.html +++ b/about-deepak-sood/faqs/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/ideas/creating-a-business-startup/index.html b/about-deepak-sood/ideas/creating-a-business-startup/index.html index 4ab6544994e..74a8074b935 100644 --- a/about-deepak-sood/ideas/creating-a-business-startup/index.html +++ b/about-deepak-sood/ideas/creating-a-business-startup/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/ideas/donations/index.html b/about-deepak-sood/ideas/donations/index.html index 58b9078ec53..2a5e8fc4c73 100644 --- a/about-deepak-sood/ideas/donations/index.html +++ b/about-deepak-sood/ideas/donations/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/ideas/education/index.html b/about-deepak-sood/ideas/education/index.html index 72fff8db1c2..47b3e000964 100644 --- a/about-deepak-sood/ideas/education/index.html +++ b/about-deepak-sood/ideas/education/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/ideas/improvements-feedbacks/index.html b/about-deepak-sood/ideas/improvements-feedbacks/index.html index e8cede2dc51..288da2d2680 100644 --- a/about-deepak-sood/ideas/improvements-feedbacks/index.html +++ b/about-deepak-sood/ideas/improvements-feedbacks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/ideas/index.html b/about-deepak-sood/ideas/index.html index dab8732755a..f7c83c9e2a7 100644 --- a/about-deepak-sood/ideas/index.html +++ b/about-deepak-sood/ideas/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/ideas/intro/index.html b/about-deepak-sood/ideas/intro/index.html index 67a4914e85a..94156d676b4 100644 --- a/about-deepak-sood/ideas/intro/index.html +++ b/about-deepak-sood/ideas/intro/index.html @@ -19,8 +19,8 @@ - - + + @@ -135,11 +135,11 @@

STOP THIS RUBBISH! Why Do Women's Wear Revealing Clothes? - Sadhguru

Men Bias / Gender Bias​

https://www.scientificamerican.com/article/a-630-billion-word-internet-analysis-shows-people-is-interpreted-as-men

-

The son is rushed to the ER. The attending surgeon looks at the boy and says, 'I can't operate on this boy. He's my son! ' How can this be?”

+

The son is rushed to the ER. The attending surgeon looks at the boy and says, 'I can't operate on this boy. He's my son! ' How can this be?"

Fifty years after the riddle first received public attention, one likely answer proves elusive: the surgeon is the boy's mother.

Gender and sex​

"Sex" refers to the physical differences between people who are male, female, or intersex. A person typically has their sex assigned at birth based on physiological characteristics, including their genitalia and chromosome composition. This assigned sex is called a person’s "natal sex."

@@ -40,6 +40,6 @@

cisgenderSex and gender: Meanings, definition, identity, and expression

+

Sex and gender: Meanings, definition, identity, and expression

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Skip to main content

Meetups / Talks / Sessions

+

Fuel Your Weekend with AI - Call for Speakers - ML Weekend (15 Feb 2024)​

+

TFUG Ghaziabad and PyDelhi invites tech enthusiasts, innovators, and experts to share their insights at ML Weekend. Be part of this transformative event, showcasing groundbreaking ideas and advancements in Machine Learning and its impact on industries.

+

If you have a compelling story, innovation, or expertise in ML, submit your talk proposal now and inspire the next wave of innovation.

+

Tentative Dates are 15,16 Feb

+

Let’s shape the future, together!

+

Topics​

+
    +
  • GenAI at Scale: Building Large Language Models with Google AI +
      +
    • Google’s Generative AI offerings (Gemini, Vertex AI, etc.)
      • +
    • Fine-tuning vs. Prompt Engineering for LLMs
      • +
    • Scaling GenAI applications on Google Cloud
      • +
    +
    • +
  • AutoML: Making ML Accessible for Everyone +
      +
    • What is AutoML and how it simplifies ML
      • +
    • Use cases and success stories
      • +
    • Hands-on demo using Vertex AI AutoML
      • +
    +
    • +
  • MLOps on Google Cloud: CI/CD for Machine Learning +
      +
    • MLOps best practices with Vertex AI
      • +
    • Model monitoring, versioning, and CI/CD pipelines
      • +
    • Case study on real-world deployments
      • +
    +
    • +
+

Industry-Specific Topics​

+
    +
  1. "ML for Fintech: Fraud Detection and Risk Analysis with Vertex AI" +
      +
    • Real-time fraud detection using ML models
      • +
    • Risk assessment using predictive analytics
      • +
    • Implementing these solutions on Google Cloud
      • +
    +
    2. +
  2. "AI for Healthcare: Deploying Medical ML Models on Google Cloud" +
      +
    • Medical imaging and diagnosis with ML
      • +
    • Regulatory compliance and cloud security
      • +
    • Case studies on Google AI in healthcare
      • +
    +
    3. +
  3. "Retail AI: Personalization and Demand Forecasting with Google AI" +
      +
    • Leveraging AI for hyper-personalized shopping experiences
      • +
    • Demand forecasting using Time Series models
      • +
    • Running ML pipelines on Vertex AI
      • +
    +
    4. +
+

https://www.commudle.com/fill-form/3152

AI use cases for Dummies​

Copyright © 2025 Deep Notes, Built with ❤️
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Recommendati

Ramneek - Recommendations.

+
  • Start small and focus on understanding your use case.  Identify the key data sources, the type of insights or actions you want to derive, and your latency requirements. Once that’s clear, experiment with tools like Kafka and Flink using small datasets or simulations. Like Deepak and I work on projects where we need to make a decision to choose a tool for certain use case, so he has always guided me and often told me- "ramneek! Focus on why?"  so I would suggest to focus on the concept of "why" first rather than what tool u are using. There are excellent open-source resources and tutorials to help you get started. The key is to iteratively build, test, and refine your pipeline while keeping scalability and governance in mind for future growth. Vaishnavi - Thank you both for sharing your expertise and insights today. To our listeners, if you enjoyed this episode, make sure to subscribe and share it with your network. Let us know your thoughts in the comments and stay tuned for more tech deep dives. Until next time, keep exploring and keep building!
    • +
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- + + diff --git a/about-deepak-sood/projects/47-genai-case-study-careers360/index.html b/about-deepak-sood/projects/47-genai-case-study-careers360/index.html index 20f6855660f..432eb8fb50f 100644 --- a/about-deepak-sood/projects/47-genai-case-study-careers360/index.html +++ b/about-deepak-sood/projects/47-genai-case-study-careers360/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/48-rag-genai-presentation/index.html b/about-deepak-sood/projects/48-rag-genai-presentation/index.html index e60f60cf8f5..eae55ebbc12 100644 --- a/about-deepak-sood/projects/48-rag-genai-presentation/index.html +++ b/about-deepak-sood/projects/48-rag-genai-presentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/49-data-practical-use-cases/index.html b/about-deepak-sood/projects/49-data-practical-use-cases/index.html index 08201c9b7d5..a9aacb027a4 100644 --- a/about-deepak-sood/projects/49-data-practical-use-cases/index.html +++ b/about-deepak-sood/projects/49-data-practical-use-cases/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/50-use-cases-aiml-logistics-warehousing/index.html b/about-deepak-sood/projects/50-use-cases-aiml-logistics-warehousing/index.html index b12e795ffad..d45e686a738 100644 --- a/about-deepak-sood/projects/50-use-cases-aiml-logistics-warehousing/index.html +++ b/about-deepak-sood/projects/50-use-cases-aiml-logistics-warehousing/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/51-case-study-anomaly-detection/index.html b/about-deepak-sood/projects/51-case-study-anomaly-detection/index.html index e9c16b86e75..1417c4afeaf 100644 --- a/about-deepak-sood/projects/51-case-study-anomaly-detection/index.html +++ b/about-deepak-sood/projects/51-case-study-anomaly-detection/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/52-pull-request-risk-tagging-heuristics/index.html b/about-deepak-sood/projects/52-pull-request-risk-tagging-heuristics/index.html index 549139774b7..2f851529efe 100644 --- a/about-deepak-sood/projects/52-pull-request-risk-tagging-heuristics/index.html +++ b/about-deepak-sood/projects/52-pull-request-risk-tagging-heuristics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/53-mozark-cloud-cost-optimization/index.html b/about-deepak-sood/projects/53-mozark-cloud-cost-optimization/index.html index 749e5e4178e..77a1b5c9c94 100644 --- a/about-deepak-sood/projects/53-mozark-cloud-cost-optimization/index.html +++ b/about-deepak-sood/projects/53-mozark-cloud-cost-optimization/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/54-airflow-kafka-migration/index.html b/about-deepak-sood/projects/54-airflow-kafka-migration/index.html index a8ccad7903e..b5d53f325af 100644 --- a/about-deepak-sood/projects/54-airflow-kafka-migration/index.html +++ b/about-deepak-sood/projects/54-airflow-kafka-migration/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/55-azure-social-media-analytics/index.html b/about-deepak-sood/projects/55-azure-social-media-analytics/index.html index e85c0af12a8..bb3d6ab058a 100644 --- a/about-deepak-sood/projects/55-azure-social-media-analytics/index.html +++ b/about-deepak-sood/projects/55-azure-social-media-analytics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/56-freecharge-cost-optimization-dba/index.html b/about-deepak-sood/projects/56-freecharge-cost-optimization-dba/index.html index 1cea66cd48e..cb608234325 100644 --- a/about-deepak-sood/projects/56-freecharge-cost-optimization-dba/index.html +++ b/about-deepak-sood/projects/56-freecharge-cost-optimization-dba/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/57-careers360-cost-optimization/index.html b/about-deepak-sood/projects/57-careers360-cost-optimization/index.html index 99cda367dbf..ffa76427dcd 100644 --- a/about-deepak-sood/projects/57-careers360-cost-optimization/index.html +++ b/about-deepak-sood/projects/57-careers360-cost-optimization/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/58-aws-gen-ai-hackathon-rag/index.html b/about-deepak-sood/projects/58-aws-gen-ai-hackathon-rag/index.html index c45d88dbba2..34bdf826125 100644 --- a/about-deepak-sood/projects/58-aws-gen-ai-hackathon-rag/index.html +++ b/about-deepak-sood/projects/58-aws-gen-ai-hackathon-rag/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/about-deepak-sood/projects/62-application-management-case-study-telecom/index.html b/about-deepak-sood/projects/62-application-management-case-study-telecom/index.html index 61f15e30bdc..b915f3897db 100644 --- a/about-deepak-sood/projects/62-application-management-case-study-telecom/index.html +++ b/about-deepak-sood/projects/62-application-management-case-study-telecom/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/63-mlops-master-document/index.html b/about-deepak-sood/projects/63-mlops-master-document/index.html index f2bb992293b..52bbd72daab 100644 --- a/about-deepak-sood/projects/63-mlops-master-document/index.html +++ b/about-deepak-sood/projects/63-mlops-master-document/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/64-mlops-case-studies/index.html b/about-deepak-sood/projects/64-mlops-case-studies/index.html index 3484d4dca79..7545b4f1c52 100644 --- a/about-deepak-sood/projects/64-mlops-case-studies/index.html +++ b/about-deepak-sood/projects/64-mlops-case-studies/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/about-deepak-sood/projects/80-stashfin/index.html b/about-deepak-sood/projects/80-stashfin/index.html index 8c6af937d00..eb14cff4e7f 100644 --- a/about-deepak-sood/projects/80-stashfin/index.html +++ b/about-deepak-sood/projects/80-stashfin/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/81-stashfin-terms/index.html b/about-deepak-sood/projects/81-stashfin-terms/index.html index 4054c3f3974..0e77018c63d 100644 --- a/about-deepak-sood/projects/81-stashfin-terms/index.html +++ b/about-deepak-sood/projects/81-stashfin-terms/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/82-stashfin-metrics/index.html b/about-deepak-sood/projects/82-stashfin-metrics/index.html index d22b5e013f0..9e74a08b57f 100644 --- a/about-deepak-sood/projects/82-stashfin-metrics/index.html +++ b/about-deepak-sood/projects/82-stashfin-metrics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/85-stashfin-twitter-bot/index.html b/about-deepak-sood/projects/85-stashfin-twitter-bot/index.html index 64223a31069..bf700a31005 100644 --- a/about-deepak-sood/projects/85-stashfin-twitter-bot/index.html +++ b/about-deepak-sood/projects/85-stashfin-twitter-bot/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/about-deepak-sood/projects/89-stashfin-devops-overhaul/index.html b/about-deepak-sood/projects/89-stashfin-devops-overhaul/index.html index d497ec76ef0..c98cd080502 100644 --- a/about-deepak-sood/projects/89-stashfin-devops-overhaul/index.html +++ b/about-deepak-sood/projects/89-stashfin-devops-overhaul/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/90-stashfin-tech-stack-infra/index.html b/about-deepak-sood/projects/90-stashfin-tech-stack-infra/index.html index 37acbe8a59a..249a62ad5cf 100644 --- a/about-deepak-sood/projects/90-stashfin-tech-stack-infra/index.html +++ b/about-deepak-sood/projects/90-stashfin-tech-stack-infra/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/91-stashfin-aiml-use-cases/index.html b/about-deepak-sood/projects/91-stashfin-aiml-use-cases/index.html index a08f9c0c0dd..85ea7c68d04 100644 --- a/about-deepak-sood/projects/91-stashfin-aiml-use-cases/index.html +++ b/about-deepak-sood/projects/91-stashfin-aiml-use-cases/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/about-deepak-sood/projects/98-others/index.html b/about-deepak-sood/projects/98-others/index.html index a2b595bdaec..7e211aaf3dc 100644 --- a/about-deepak-sood/projects/98-others/index.html +++ b/about-deepak-sood/projects/98-others/index.html @@ -19,8 +19,8 @@ - - + + @@ -40,7 +40,7 @@

    BackgroundThis comprehensive solution should aligns with the objectives of modernizing appraisal methodologies, fostering a culture of continuous improvement, and supporting Paperless India motive.

    Administrators, on the other hand, can leverage this data to make informed decisions about faculty development and resource allocation. University Administrators can log in to the Admin Panel and access all the form entries submitted by the faculty members. They can view all the details in the form, sort the form entries according to Name, Employee Code or Date of Submission. They can then download the form submission details in a PDF format. In contemporary academic institutions, the process of faculty self-appraisal plays a crucial role in ensuring quality education, fostering professional development, and aligning individual contributions with institutional goals. However, traditional appraisal methods often entail cumbersome paperwork, lack of transparency, and inefficiencies that can hinder comprehensive evaluation. This real-time application seeks to address these challenges by introducing a streamlined, web-based solution that enhances the efficiency and transparency of the appraisal process. This innovative platform should be designed to meticulously capture and manage a wide range of faculty activity, including research publications (automatically as done by google scholar), event participation, seminars, projects, and lectures. By leveraging technology, the system should provide a user-friendly interface that facilitates easy logging and tracking of academic contributions. The secure registration and login system should ensure that faculty data remains confidential and accessible only to authorized personnel. Moreover, the platform should support administrators by offering a consolidated view of faculty performance. The Admin Panel should enable administrators to access, Sort, and download detailed appraisal data, thereby supporting informed decision- making regarding Faculty development and resource allocation. This digital approach should not only modernizes the appraisal process but also it should aligns with the broader objective of promoting sustainable and paperless administrative practices.

    Detailed Description​

    -

    In the dynamic landscape of higher education, the imperative for effective systems to evaluate and enhance faculty performance has become increasingly apparent. Existing approaches to faculty appraisal often lack transparency and a data-driven foundation, hindering the ability to recognize and promote excellence. This underscores the pressing need for an innovative solution. The “Automated System for Career Advancements of the Faculties of Higher Education" project should addresses this critical gap by introducing a comprehensive and dynamic platform. This application must empower faculty members to engage in a transparent and assessment self-driven of their professional activities. By facilitating documentation and evaluation of contributions in teaching, research, and community engagement, the system must offer a transformative approach to performance appraisal within university context. The project must offer numerous benefits to both faculty members and university administrators. Faculty should be able to maintain a detailed and organized record of their professional activities, helping them track progress and identify areas for improvement. Administrators, on the other hand, should leverage this data to make informed decisions about faculty development and resource allocation.

    +

    In the dynamic landscape of higher education, the imperative for effective systems to evaluate and enhance faculty performance has become increasingly apparent. Existing approaches to faculty appraisal often lack transparency and a data-driven foundation, hindering the ability to recognize and promote excellence. This underscores the pressing need for an innovative solution. The "Automated System for Career Advancements of the Faculties of Higher Education" project should addresses this critical gap by introducing a comprehensive and dynamic platform. This application must empower faculty members to engage in a transparent and assessment self-driven of their professional activities. By facilitating documentation and evaluation of contributions in teaching, research, and community engagement, the system must offer a transformative approach to performance appraisal within university context. The project must offer numerous benefits to both faculty members and university administrators. Faculty should be able to maintain a detailed and organized record of their professional activities, helping them track progress and identify areas for improvement. Administrators, on the other hand, should leverage this data to make informed decisions about faculty development and resource allocation.

    Expected Solutions​

    The primary objectives of the "Automated System for Career Advancements of the Faculties of Higher Education" are to alleviate the challenges inherent in traditional paper-based processes. This project must aim to streamline and modernize faculty self-appraisal by implementing a secure, user-friendly web-based platform. The key focus must be on reducing administrative burdens, minimizing time consumption through digital processes, and enhancing data accuracy. By centralizing faculty information, the system seeks to provide administrators with efficient tools for evaluation, contributing to a more transparent and accountable appraisal process. Ultimately, the project aims to optimize the overall faculty assessment experience, fostering a culture of continuous improvement in higher education institutions. REAL-TIME APPLICATION Faculty should be able to update their activities, such as research publications, event participation, and seminars, in real-time, eliminating delays associated with traditional methods. This dynamic system must ensure administrators have instant access to the latest information for timely and informed decision-making. The website's real-time capabilities enhance the overall efficiency of the faculty self-appraisal process, promoting a more agile and responsive approach to performance evaluation in the academic environment.

    SOFTWARE REQUIREMENT​

    @@ -96,6 +96,6 @@

    Features
    Edit this page
    Last updated on by Deepak
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    Posts
  • Deepak Sood on LinkedIn: #ai #data #devops #leadership #learning #growth #thankful #opstree…
  • Deepak Sood on LinkedIn: #dataengineering #ecommerce #collaboration #learning #growth #dealshare…
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  • Deepak Sood on LinkedIn: #opstreesolutions #newbeginnings #innovation #growth #devops #cloud #ai…
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    CNN Archite

    The basic unit of a CNN framework is a neuron. The concept of neurons is based on human neurons, where synapses occur due to neuron activation. These are statistical functions that calculate the weighted average of inputs and apply an activation function to the result generated. Layers are a cluster of neurons, with each layer having a particular function.

    Concept of a neural network

    CNN Layers​

    -

    A CNN system may have somewhere between 3 to 150 or even more layers: The “deep” of Deep neural networks refers to the number of layers. One layer’s output acts as another layer’s input. Deep multi-layer neural networks include Resnet50 (50 layers) or ResNet101 (101 layers).

    +

    A CNN system may have somewhere between 3 to 150 or even more layers: The "deep" of Deep neural networks refers to the number of layers. One layer’s output acts as another layer’s input. Deep multi-layer neural networks include Resnet50 (50 layers) or ResNet101 (101 layers).

    Concept of a Convolutional Neural Network (CNN)

    CNN Architecture

    CNN layers can be of four main types: Convolution Layer, ReLu Layer, Pooling Layer, and Fully-Connected Layer.

    @@ -85,6 +85,6 @@

    Challenges in machine learning systems​

    -

    It is not as simple as saying, “we have two additional dimensions” to consider when building a machine learning system. Code and configuration introduce more complexity and sensitivity into a machine learning system due to the following challenges:

    +

    It is not as simple as saying, "we have two additional dimensions" to consider when building a machine learning system. Code and configuration introduce more complexity and sensitivity into a machine learning system due to the following challenges:

    Entanglements​

    Any change in the input data distributions will influence the approximation of the target function, which may affect the predictions made by the model. In other words, changing anything changes everything. Therefore, any feature engineering and selection code must be carefully tested.  

    Configurations​

    @@ -44,7 +44,7 @@

    Configuration

    These factors combine to make monitoring machine learning systems extremely difficult compared to traditional software systems, which are governed by the rules specified in the code. Another factor to consider is the number of stakeholders involved in developing a machine learning system. This is known as the responsibility challenge.

    The responsibility challenge​

    Often, having multiple stakeholders on a project may be extremely beneficial. Each stakeholder can provide insight into requirements and constraints based on their expertise, enabling the team to reduce and uncover risks on the project.

    -

    However, each stakeholder may have a completely different understanding of the meaning of “monitoring” based on business areas and responsibilities. An example distinction could be made between data scientists and engineers.

    +

    However, each stakeholder may have a completely different understanding of the meaning of "monitoring" based on business areas and responsibilities. An example distinction could be made between data scientists and engineers.

    A data scientist’s perspective​

    Data scientists are most concerned with achieving functional objectives, such as changes in the input data, the model, and the predictions made by the model. Monitoring functional objectives requires visibility into the data passing into the model, metrics from the model itself, and an understanding of the predictions made by the model.

    A data scientist may be more concerned with the model’s accuracy in the production environment. To achieve such insight, it would be ideal if true labels were available in real time, which is only sometimes the case. Thus, data scientists often use proxy values to gain visibility into their models.

    @@ -93,6 +93,6 @@

    Edit this page
    Last updated on by Deepak
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    https://blog.floydhub.com/long-short-term-memory-from-zero-to-hero-with-pytorch

    Facets​

    Open Source Visualization Tool

    - +

    Facets Overview​

    Facets Overview automatically gives users a quick understanding of the distribution of values across the features of their datasets. Multiple datasets, such as a training set and a test set, can be compared on the same visualization. Common data issues that can hamper machine learning are pushed to the forefront, such as: unexpected feature values, features with high percentages of missing values, features with unbalanced distributions, and feature distribution skew between datasets.

    - +

    Facets Dive​

    Facets Dive provides an easy-to-customize, intuitive interface for exploring the relationship between the data points across the different features of a dataset. With Facets Dive, you control the position, color and visual representation of each data point based on its feature values. If the data points have images associated with them, the images can be used as the visual representations.

    https://ai.googleblog.com/2017/07/facets-open-source-visualization-tool.html

    https://pair-code.github.io/facets

    @@ -152,6 +148,6 @@

    Free notebook
  • https://notebooks.ai
  • https://teachablemachine.withgoogle.com/
  • https://www.mage.ai
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    Skip to main content

    Design patterns

    In-context learning​

    -

    The core idea of in-context learning is to use LLMs off the shelf (i.e., without any fine-tuning), then control their behavior through clever prompting and conditioning on private “contextual” data.

    +

    The core idea of in-context learning is to use LLMs off the shelf (i.e., without any fine-tuning), then control their behavior through clever prompting and conditioning on private "contextual" data.

    For example, say you’re building a chatbot to answer questions about a set of legal documents. Taking a naive approach, you could paste all the documents into a ChatGPT or GPT-4 prompt, then ask a question about them at the end. This may work for very small datasets, but it doesn’t scale. The biggest GPT-4 model can only process ~50 pages of input text, and performance (measured by inference time and accuracy) degrades badly as you approach this limit, called a context window.

    In-context learning solves this problem with a clever trick: instead of sending all the documents with each LLM prompt, it sends only a handful of the most relevant documents. And the most relevant documents are determined with the help of . . . you guessed it . . . LLMs.

    At a very high level, the workflow can be divided into three stages:

    @@ -70,6 +70,6 @@
    Copyright © 2025 Deep Notes, Built with ❤️
    +
    \ No newline at end of file diff --git a/ai/llm/ethics/index.html b/ai/llm/ethics/index.html index e7280ba8bb3..8b9bb295634 100644 --- a/ai/llm/ethics/index.html +++ b/ai/llm/ethics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/ai/llm/fintech-use-cases/index.html b/ai/llm/fintech-use-cases/index.html index ddc96fd9caf..31a9e3e7f7c 100644 --- a/ai/llm/fintech-use-cases/index.html +++ b/ai/llm/fintech-use-cases/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/ai/llm/genai-projects/index.html b/ai/llm/genai-projects/index.html index 619bf3fe7eb..730e1ba99e4 100644 --- a/ai/llm/genai-projects/index.html +++ b/ai/llm/genai-projects/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/ai/llm/index.html b/ai/llm/index.html index b19b124e726..5fac5187bdf 100644 --- a/ai/llm/index.html +++ b/ai/llm/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/ai/llm/interview-questions/index.html b/ai/llm/interview-questions/index.html index 52629b0fb77..17e4b4e31b1 100644 --- a/ai/llm/interview-questions/index.html +++ b/ai/llm/interview-questions/index.html @@ -19,8 +19,8 @@ - - + + @@ -64,7 +64,7 @@

    What is a token in the Large Language Models context?​

    ChatGPT and other LLMs rely on input text being broken into pieces. Each piece is about a word-sized sequence of characters or smaller. We call those sub-word tokens. That process is called tokenization and is done using a tokenizer.

    -

    Tokens can be words or just chunks of characters. For example, the word “hamburger” gets broken up into the tokens “ham”, “bur” and “ger”, while a short and common word like “pear” is a single token. Many tokens start with whitespace, for example, “ hello” and “ bye”.

    +

    Tokens can be words or just chunks of characters. For example, the word "hamburger" gets broken up into the tokens "ham", "bur" and "ger", while a short and common word like "pear" is a single token. Many tokens start with whitespace, for example, " hello" and " bye".

    The models understand the statistical relationships between these tokens and excel at producing the next token in a sequence of tokens.

    The number of tokens processed in a given API request depends on the length of both your inputs and outputs. As a rough rule of thumb, the 1 token is approximately 4 characters or 0.75 words for English text.

    Consider:

    @@ -156,8 +156,8 @@

    What's the difference between Global and Local Attention in LLMs?​

    -

    Consider the example sentence “Where is Wally” which should be translated to its Italian counterpart “Dove è Wally”. In the transformer architecture, the encoder processes the input word by word, producing three different hidden states.

    -

    Then, the attention layer produces a single fixed-size context vector from all the encoder hidden states (often with a weighted sum) and it represents the “attention” that must be given to that context when processing such input word. Here is when global and local attention comes into play.

    +

    Consider the example sentence "Where is Wally" which should be translated to its Italian counterpart "Dove è Wally". In the transformer architecture, the encoder processes the input word by word, producing three different hidden states.

    +

    Then, the attention layer produces a single fixed-size context vector from all the encoder hidden states (often with a weighted sum) and it represents the "attention" that must be given to that context when processing such input word. Here is when global and local attention comes into play.

    Global attention considers all the hidden states in creating the context vector. When is applied, a lot of computation occurs. This is because all the hidden states must be taken into consideration, concatenated into a matrix, and processed by a NN to compute their weights.

    On the other hand, local attention considers only a subset of all the hidden states in creating the context vector. The subset can be obtained in many different ways, such as with Monotonic Alignment and Predictive Alignment.

    https://miro.medium.com/v2/resize:fit:1200/0*eOBSEK6zMxz-S5kK.jpeg

    @@ -263,7 +263,7 @@

    How exactly does the temperature work?​

    Under the hood, large language models try to predict the next best word given a prompt. One word at a time. They assign a probability to each word in their vocabulary, and then picks a word among those.

    -

    A temperature of 0 means roughly that the model will always select the highest probability word. A higher temperature means that the model might select a word with slightly lower probability, leading to more variation, randomness and creativity. A very high temperature therefore increases the risk of “hallucination”, meaning that the AI starts selecting words that will make no sense or be offtopic.

    +

    A temperature of 0 means roughly that the model will always select the highest probability word. A higher temperature means that the model might select a word with slightly lower probability, leading to more variation, randomness and creativity. A very high temperature therefore increases the risk of "hallucination", meaning that the AI starts selecting words that will make no sense or be offtopic.

    Since all characters count, the ratio of words to tokens is language dependent.

    Rules of thumb for temperature choice​

    Your choice of temperature should depend on the task you are giving GPT.

    @@ -289,6 +289,6 @@

    TopicsLinks​

    MLStack.Cafe - Kill Your Next Machine Learning, Data Science & Python Interview. Find your next ML Job.

    -

    Top 20 Interview Questions & Answers on LLMs & Generative AI | by amirsina torfi | Machine Learning Mindset | Nov, 2023 | Medium

    +

    Top 20 Interview Questions & Answers on LLMs & Generative AI | by amirsina torfi | Machine Learning Mindset | Nov, 2023 | Medium

    \ No newline at end of file diff --git a/ai/llm/intro/index.html b/ai/llm/intro/index.html index 667695b32a7..331ec24548b 100644 --- a/ai/llm/intro/index.html +++ b/ai/llm/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/ai/llm/langchain/index.html b/ai/llm/langchain/index.html index 4cb68462242..6d5c02753fb 100644 --- a/ai/llm/langchain/index.html +++ b/ai/llm/langchain/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/ai/llm/libraries/index.html b/ai/llm/libraries/index.html index c846fcd1e6d..a956a6c8418 100644 --- a/ai/llm/libraries/index.html +++ b/ai/llm/libraries/index.html @@ -19,8 +19,8 @@ - - + + @@ -39,7 +39,7 @@

    The 10 mai
  • WhisperX - speech recognition with word-level timestamps & diarization
  • AutoGen - LLM conversational collaborative suite
  • Guardrails - babysit LLMs so they behave as intended
    • -
  • Temporian - the “Pandas” built for preprocessing temporal data
    • +
  • Temporian - the "Pandas" built for preprocessing temporal data

    • Runner-ups​

      @@ -66,7 +66,7 @@

      CLI LLM Tools<

      Code Tools​

      @@ -151,7 +151,7 @@

      LLM App Bui
    1. LLM App - build innovative AI applications by providing real-time human-like responses to user queries based on the most up-to-date knowledge available in your data sources.
    2. maccarone - AI-managed code blocks in Python, lets you delegate sections of your Python program to AI ownership.
    3. magentic - prompt LLMs as simple Python functions using decorators.
      4. -
    4. Semantic Kernel - integrate cutting-edge LLM technology quickly and easily into your apps. Microsoft’s “version” of LangChain.
      5. +
    5. Semantic Kernel - integrate cutting-edge LLM technology quickly and easily into your apps. Microsoft’s "version" of LangChain.
    6. ControlFlow
      7. @@ -101,6 +101,8 @@

      ModelsRun DeepSeek-R1 on Your Laptop with Ollama - DEV Community
    7. The Illustrated DeepSeek-R1 - by Jay Alammar
      8. +
    8. AWS | Community | Deploy DeepSeek R1 on AWS Bedrock
      9. +
    9. Deploying DeepSeek R1 Model on Amazon Bedrock: A Comprehensive Guide - DEV Community
      10. @@ -223,6 +225,6 @@

      ObservationsGCP offers slightly lower GPU pricing than AWS but higher idle instance costs.
    10. AWS is the most expensive primarily due to GPU and bandwidth pricing.
      11. +

      Cost Breakdown for AWS​

      +

      8B Parameter Model (1x A10G GPU)​

      +
      ItemCost/UnitTotal Cost
      GPU Compute (8 hrs/day, g5.2xlarge - A10G)$1.01/hour$242.40
      Idle Compute (16 hrs/day, m5.xlarge)$0.192/hour$92.16
      Storage (200GB, EBS)$0.10/GB/month$20
      Bandwidth (3TB)$92/TB$276
      Misc. (API, Monitoring, CloudOps, Logging)Fixed$80
      Total-$710.56
      +

      70B Parameter Model (4x A100 80GB GPUs)​

      +
      ItemCost/UnitTotal Cost
      GPU Compute (8 hrs/day, p4d.24xlarge - 4x A100 80GB)$32.77/hour$7,864.80
      Idle Compute (16 hrs/day, m5.2xlarge)$0.384/hour$184.32
      Storage (500GB, EBS SSD)$0.10/GB/month$50
      Bandwidth (7TB)$92/TB$644
      Misc. (API, Monitoring, CloudOps, Logging)Fixed$150
      Total-$8,893.12

      Optimization Techniques​

      +
      \ No newline at end of file diff --git a/ai/llm/prompt-engineering/index.html b/ai/llm/prompt-engineering/index.html index a35113e4122..1a697555723 100644 --- a/ai/llm/prompt-engineering/index.html +++ b/ai/llm/prompt-engineering/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/ai/llm/prompt-examples/index.html b/ai/llm/prompt-examples/index.html index b173ca40903..4604244eb8e 100644 --- a/ai/llm/prompt-examples/index.html +++ b/ai/llm/prompt-examples/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/ai/llm/rag-hackathon-questions/index.html b/ai/llm/rag-hackathon-questions/index.html index 4e82cf4dd4d..31138337e0d 100644 --- a/ai/llm/rag-hackathon-questions/index.html +++ b/ai/llm/rag-hackathon-questions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/ai/llm/rag-retrieval-augmented-generation/index.html b/ai/llm/rag-retrieval-augmented-generation/index.html index 1d09d7c4544..b87a222efa3 100644 --- a/ai/llm/rag-retrieval-augmented-generation/index.html +++ b/ai/llm/rag-retrieval-augmented-generation/index.html @@ -19,8 +19,8 @@ - - + + @@ -53,6 +53,7 @@

      CodesBuilding A RAG System with Gemma, MongoDB and Open Source Models - Hugging Face Open-Source AI Cookbook

      Advanced​

      +

      rag-architecture

      RAG from Scratch

      Advanced RAG Techniques​

      +
    11. Introduction to Retrieval Augmented Generation (RAG) | Weaviate
      12. +
    12. Advanced RAG Techniques | Weaviate
      13. +
    13. Multimodal Retrieval Augmented Generation(RAG) | Weaviate
      14. +
    14. What is Agentic RAG | Weaviate
      15. +
      \ No newline at end of file diff --git a/ai/llm/tools/index.html b/ai/llm/tools/index.html index e4e5f975ba8..249207f72f0 100644 --- a/ai/llm/tools/index.html +++ b/ai/llm/tools/index.html @@ -19,8 +19,8 @@ - - + + @@ -53,6 +53,7 @@

      ChatGPT / Bard
    15. NotebookLM | Note Taking & Research Assistant Powered by AI
      16. @@ -186,6 +187,6 @@

      Use CasesWhat are vector embeddings? | A Comprehensive Vector Embeddings Guide | Elastic

      @@ -80,6 +80,6 @@

    This is a big takeaway for me when presenting complex information. You need to adapt it to your audience. That is pretty straightforward, but my significant takeaway is that I should be sharing more images in my PowerPoint presentations with businesses instead of showing complex formulas to make it clear and memorable to viewers what I am trying to present. I should leave looking at formulas and data points in detail to my team.

    doughnut-economics

    -

    Summary of Kate Raworth's book, “Doughnut Economics"

    -

    Doughnut Economics Summary - Four Minute Books

    Copyright © 2025 Deep Notes, Built with ❤️
    +

    Summary of Kate Raworth's book, "Doughnut Economics"

    +

    Doughnut Economics Summary - Four Minute Books

    Copyright © 2025 Deep Notes, Built with ❤️
    \ No newline at end of file diff --git a/book-summaries/economics-for-the-common-good/index.html b/book-summaries/economics-for-the-common-good/index.html index c80ec5475e7..982000f2e05 100644 --- a/book-summaries/economics-for-the-common-good/index.html +++ b/book-summaries/economics-for-the-common-good/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/edge-of-chaos/index.html b/book-summaries/edge-of-chaos/index.html index 24bd87b6957..0ee174ead17 100644 --- a/book-summaries/edge-of-chaos/index.html +++ b/book-summaries/edge-of-chaos/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/essentialism/index.html b/book-summaries/essentialism/index.html index 7f753ec4e6c..875b912c4cc 100644 --- a/book-summaries/essentialism/index.html +++ b/book-summaries/essentialism/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/everyday-millionaires/index.html b/book-summaries/everyday-millionaires/index.html index 89bdbdea801..f743f6f7c03 100644 --- a/book-summaries/everyday-millionaires/index.html +++ b/book-summaries/everyday-millionaires/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/find-your-element/index.html b/book-summaries/find-your-element/index.html index afc141cf8b2..97fc20fcad4 100644 --- a/book-summaries/find-your-element/index.html +++ b/book-summaries/find-your-element/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/first-things-first/index.html b/book-summaries/first-things-first/index.html index 8e7919e7473..4b7e5362fc2 100644 --- a/book-summaries/first-things-first/index.html +++ b/book-summaries/first-things-first/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/from-strength-to-strength/index.html b/book-summaries/from-strength-to-strength/index.html index b7e7f0df883..fc71adcc29d 100644 --- a/book-summaries/from-strength-to-strength/index.html +++ b/book-summaries/from-strength-to-strength/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/game-changers/index.html b/book-summaries/game-changers/index.html index d725d25d549..62fb7cb3ee8 100644 --- a/book-summaries/game-changers/index.html +++ b/book-summaries/game-changers/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/get-it/index.html b/book-summaries/get-it/index.html index 60962bc197b..ba3ff4b7dde 100644 --- a/book-summaries/get-it/index.html +++ b/book-summaries/get-it/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/getting-things-done/index.html b/book-summaries/getting-things-done/index.html index dc6371b39aa..58220d6c6a9 100644 --- a/book-summaries/getting-things-done/index.html +++ b/book-summaries/getting-things-done/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/good-economics-for-hard-times/index.html b/book-summaries/good-economics-for-hard-times/index.html index 622753cce02..d56610d06fc 100644 --- a/book-summaries/good-economics-for-hard-times/index.html +++ b/book-summaries/good-economics-for-hard-times/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/how-should-we-live/index.html b/book-summaries/how-should-we-live/index.html index 6afcb2f7ca6..4d479b394b5 100644 --- a/book-summaries/how-should-we-live/index.html +++ b/book-summaries/how-should-we-live/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/how-to-be-a-stoic/index.html b/book-summaries/how-to-be-a-stoic/index.html index aeb4de39e24..a9bc18b12a0 100644 --- a/book-summaries/how-to-be-a-stoic/index.html +++ b/book-summaries/how-to-be-a-stoic/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/how-to-be-an-adult-in-relationships/index.html b/book-summaries/how-to-be-an-adult-in-relationships/index.html index b26b8cbb48d..351dd09b7b8 100644 --- a/book-summaries/how-to-be-an-adult-in-relationships/index.html +++ b/book-summaries/how-to-be-an-adult-in-relationships/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/how-to-have-impossible-conversations/index.html b/book-summaries/how-to-have-impossible-conversations/index.html index 1c8514946a0..9230807c276 100644 --- a/book-summaries/how-to-have-impossible-conversations/index.html +++ b/book-summaries/how-to-have-impossible-conversations/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/how-to-live-a-good-life/index.html b/book-summaries/how-to-live-a-good-life/index.html index 2e01a158cbf..9890d4da7f1 100644 --- a/book-summaries/how-to-live-a-good-life/index.html +++ b/book-summaries/how-to-live-a-good-life/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/how-to-make-money-in-stocks/index.html b/book-summaries/how-to-make-money-in-stocks/index.html index 6be8b4636f7..ce799e63ec8 100644 --- a/book-summaries/how-to-make-money-in-stocks/index.html +++ b/book-summaries/how-to-make-money-in-stocks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/how-to-take-smart-notes/index.html b/book-summaries/how-to-take-smart-notes/index.html index ea5ad488e1d..4baf2472c43 100644 --- a/book-summaries/how-to-take-smart-notes/index.html +++ b/book-summaries/how-to-take-smart-notes/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/hyperfocus/index.html b/book-summaries/hyperfocus/index.html index 937c1d1c4c6..89bc4dd3b42 100644 --- a/book-summaries/hyperfocus/index.html +++ b/book-summaries/hyperfocus/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/index.html b/book-summaries/index.html index 75a2af71fdf..71b91d546c0 100644 --- a/book-summaries/index.html +++ b/book-summaries/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/leaders-eat-last/index.html b/book-summaries/leaders-eat-last/index.html index 7455b4ddb53..462dea27d6d 100644 --- a/book-summaries/leaders-eat-last/index.html +++ b/book-summaries/leaders-eat-last/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/leadership-and-the-rise-of-great-powers/index.html b/book-summaries/leadership-and-the-rise-of-great-powers/index.html index ba33313592d..f4b059d0669 100644 --- a/book-summaries/leadership-and-the-rise-of-great-powers/index.html +++ b/book-summaries/leadership-and-the-rise-of-great-powers/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/life-is-in-the-transitions/index.html b/book-summaries/life-is-in-the-transitions/index.html index 77f2c495436..1e6b1ba426d 100644 --- a/book-summaries/life-is-in-the-transitions/index.html +++ b/book-summaries/life-is-in-the-transitions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/off-the-clock/index.html b/book-summaries/off-the-clock/index.html index 2d50a6a0a40..61f8e49e48a 100644 --- a/book-summaries/off-the-clock/index.html +++ b/book-summaries/off-the-clock/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/on-writing-well/index.html b/book-summaries/on-writing-well/index.html index fbb36da6697..8f276c6b130 100644 --- a/book-summaries/on-writing-well/index.html +++ b/book-summaries/on-writing-well/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/organize-tomorrow-today/index.html b/book-summaries/organize-tomorrow-today/index.html index 3beb5482f27..1b7f1901873 100644 --- a/book-summaries/organize-tomorrow-today/index.html +++ b/book-summaries/organize-tomorrow-today/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/others/index.html b/book-summaries/others/index.html index 87e7ff573de..6bded687a9c 100644 --- a/book-summaries/others/index.html +++ b/book-summaries/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/power-and-prediction/index.html b/book-summaries/power-and-prediction/index.html index 0f3872dd54a..52ee57e5211 100644 --- a/book-summaries/power-and-prediction/index.html +++ b/book-summaries/power-and-prediction/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/power-relationships/index.html b/book-summaries/power-relationships/index.html index f44afe504d3..d3f2e404732 100644 --- a/book-summaries/power-relationships/index.html +++ b/book-summaries/power-relationships/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/power-sex-suicide/index.html b/book-summaries/power-sex-suicide/index.html index 3c0f5c07c93..06fe3593743 100644 --- a/book-summaries/power-sex-suicide/index.html +++ b/book-summaries/power-sex-suicide/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/predictably-irrational/index.html b/book-summaries/predictably-irrational/index.html index 1975ab584f1..418eb322322 100644 --- a/book-summaries/predictably-irrational/index.html +++ b/book-summaries/predictably-irrational/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/primed-to-perform/index.html b/book-summaries/primed-to-perform/index.html index 72247cf057d..bd457e32fe6 100644 --- a/book-summaries/primed-to-perform/index.html +++ b/book-summaries/primed-to-perform/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/principles/index.html b/book-summaries/principles/index.html index 862ea0648c9..78229bdc29c 100644 --- a/book-summaries/principles/index.html +++ b/book-summaries/principles/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/secrets-of-power-negotiating/index.html b/book-summaries/secrets-of-power-negotiating/index.html index 4f724f9f934..3c5d3049680 100644 --- a/book-summaries/secrets-of-power-negotiating/index.html +++ b/book-summaries/secrets-of-power-negotiating/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/sell-like-crazy/index.html b/book-summaries/sell-like-crazy/index.html index d748e2c5069..8ef8f802f52 100644 --- a/book-summaries/sell-like-crazy/index.html +++ b/book-summaries/sell-like-crazy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/skin-in-the-game/index.html b/book-summaries/skin-in-the-game/index.html index 240e5955036..0878241d352 100644 --- a/book-summaries/skin-in-the-game/index.html +++ b/book-summaries/skin-in-the-game/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/small-is-beautiful/index.html b/book-summaries/small-is-beautiful/index.html index e64e9aa399b..2f2b2abfe17 100644 --- a/book-summaries/small-is-beautiful/index.html +++ b/book-summaries/small-is-beautiful/index.html @@ -19,8 +19,8 @@ - - + + @@ -30,15 +30,15 @@

    By ERNST F. SCHUMACHER

    Small Is Beautiful: Economics as if People Mattered is a political nonfiction book by Ernst F. Schumacher. Published in 1973 by Harper, the book centers on the premise that economics should serve us, the people, as opposed to the other way around. The book has been very well received for its unique take on politics and environmentalism. Before authoring Small Is Beautiful, Schumacher served as a leading statistician and economist. He worked as Chief Economic Advisor to the UK National Coal Board for more than twenty years. He’s still regarded as a highly influential economist.

    Schumacher’s work had timely publication. In 1973, globalization was in its infancy, and there was a worldwide energy crisis. It was the perfect moment to critique our understanding of economics and how inefficient our current methods were. Schumacher advocated more practical and appropriate technology that was smaller in scope over conglomerates and an economy which served no one.

    -

    Small Is Beautiful contains four broad sections: “The Modern World,” “Resources,” “The Third World,” and “Organization and Ownership.” The sections should be read in chronological order to make the most sense. Schumacher takes us from a discussion of our unsustainable economy all the way through to alternatives to capitalism. In his view, we are, quite literally, destroying our own foundations.

    -

    First, in “The Modern World,” Schumacher challenges our understanding of nature and our place within it. We see ourselves as seemingly above nature, and our goal is to conquer and control it. The irony is that, if we do conquer nature, it will be the end of us all. Schumacher doesn’t address why we think this way but, instead, asks us to consider why we’re moving in this direction. Otherwise, we will continue to exploit nature and its offerings until it has nothing left to give us.

    +

    Small Is Beautiful contains four broad sections: "The Modern World," "Resources," "The Third World," and "Organization and Ownership." The sections should be read in chronological order to make the most sense. Schumacher takes us from a discussion of our unsustainable economy all the way through to alternatives to capitalism. In his view, we are, quite literally, destroying our own foundations.

    +

    First, in "The Modern World," Schumacher challenges our understanding of nature and our place within it. We see ourselves as seemingly above nature, and our goal is to conquer and control it. The irony is that, if we do conquer nature, it will be the end of us all. Schumacher doesn’t address why we think this way but, instead, asks us to consider why we’re moving in this direction. Otherwise, we will continue to exploit nature and its offerings until it has nothing left to give us.

    For Schumacher, we currently have one overarching belief—universal prosperity is not only possible, but also the only way to ensure peace. This is a contradiction because we can’t achieve prosperity in the modern sense other than through greed and ill actions. We base our entire theory of economics on contradictions like this. What we need, instead, are smaller-scale methods which can be accessed by everyone, allowing us to be ourselves and to work in tandem with nature.

    -

    In “Resources,” Schumacher examines one vital resource which has different meanings for us all—education. Our understanding of the value of education depends on our social class. For example, the poor place little value on it, whereas the rich see it as an opportunity to network. Education is limited and problem solving-based, as opposed to teaching us wisdom and the ability to think deeply. All we do is apply pre-existing ideas, prejudices, and background theories to a situation, instead of truly thinking for ourselves.

    -

    “The Third World,” considers the fatal flaw in “solving” problems in developing countries. Our charity comes from the grave assumption that our way is the only way to build an economy. Distributing mass amounts of aid and assistance to countries in need doesn’t empower them to build a structure that suits them; it merely glosses over the real problems—no effort is put into supporting rural communities, which make up most of their population. Instead, there’s an expectation that industrializing their nation will effectively absorb them all into cities.

    -

    Schumacher takes us through this argument step-by-step. If rural workers have little to no employment, they move into urban areas. This creates a mass shift in population to an area that can’t sustain them all. Trying to “urbanize” a country cannot work in even the wealthiest nation because there simply aren’t enough jobs to go around. Our entire philosophy is causing the problem to only get worse.

    -

    The final section, “Organization and Ownership,” discusses why socialist theory doesn’t go far enough, and how we urgently must find alternatives to capitalism. The problem comes down to our own natures—we are greedy and envious and stop at nothing to ensure our materialistic growth. Our desires are at odds with our finite natural environment. It’s on us, then, to find a new system that supports our environment before we destroy it. Capitalism will, eventually, ruin us.

    +

    In "Resources," Schumacher examines one vital resource which has different meanings for us all—education. Our understanding of the value of education depends on our social class. For example, the poor place little value on it, whereas the rich see it as an opportunity to network. Education is limited and problem solving-based, as opposed to teaching us wisdom and the ability to think deeply. All we do is apply pre-existing ideas, prejudices, and background theories to a situation, instead of truly thinking for ourselves.

    +

    "The Third World," considers the fatal flaw in "solving" problems in developing countries. Our charity comes from the grave assumption that our way is the only way to build an economy. Distributing mass amounts of aid and assistance to countries in need doesn’t empower them to build a structure that suits them; it merely glosses over the real problems—no effort is put into supporting rural communities, which make up most of their population. Instead, there’s an expectation that industrializing their nation will effectively absorb them all into cities.

    +

    Schumacher takes us through this argument step-by-step. If rural workers have little to no employment, they move into urban areas. This creates a mass shift in population to an area that can’t sustain them all. Trying to "urbanize" a country cannot work in even the wealthiest nation because there simply aren’t enough jobs to go around. Our entire philosophy is causing the problem to only get worse.

    +

    The final section, "Organization and Ownership," discusses why socialist theory doesn’t go far enough, and how we urgently must find alternatives to capitalism. The problem comes down to our own natures—we are greedy and envious and stop at nothing to ensure our materialistic growth. Our desires are at odds with our finite natural environment. It’s on us, then, to find a new system that supports our environment before we destroy it. Capitalism will, eventually, ruin us.

    What we should be focusing on, according to Schumacher, is small-scale private enterprise and local sufficiency. If enterprise takes place on a far more manageable scale, then we can improve employment, sustain the economy, and place far fewer demands on the environment. This structure will not generate a lot of wealth, but that’s precisely the point.

    -

    Our current economy thrives on large-scale enterprises through which anonymous owners and leaders accumulate mass wealth through the fruitless and unfulfilling work of their “employees.” Schumacher calls this a “parasitical” relationship that can only deteriorate. Socialism on its own, however, is not an answer. Instead, we must reimagine our entire relationship with nature, building a global economy which will save us, not break us.

    -

    Small Is Beautiful Summary | SuperSummary

    Copyright © 2025 Deep Notes, Built with ❤️
    +

    Our current economy thrives on large-scale enterprises through which anonymous owners and leaders accumulate mass wealth through the fruitless and unfulfilling work of their "employees." Schumacher calls this a "parasitical" relationship that can only deteriorate. Socialism on its own, however, is not an answer. Instead, we must reimagine our entire relationship with nature, building a global economy which will save us, not break us.

    +

    Small Is Beautiful Summary | SuperSummary

    Copyright © 2025 Deep Notes, Built with ❤️
    \ No newline at end of file diff --git a/book-summaries/social-intelligence/index.html b/book-summaries/social-intelligence/index.html index 499d2fb1825..293aa09c8b5 100644 --- a/book-summaries/social-intelligence/index.html +++ b/book-summaries/social-intelligence/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/solve-for-happy/index.html b/book-summaries/solve-for-happy/index.html index f6151e2aefa..a093b6cfbf2 100644 --- a/book-summaries/solve-for-happy/index.html +++ b/book-summaries/solve-for-happy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/switch-on-your-brain/index.html b/book-summaries/switch-on-your-brain/index.html index f062e599bf5..fe8e4220d17 100644 --- a/book-summaries/switch-on-your-brain/index.html +++ b/book-summaries/switch-on-your-brain/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/talking-across-divide/index.html b/book-summaries/talking-across-divide/index.html index 4893c5feca9..02612a1ce99 100644 --- a/book-summaries/talking-across-divide/index.html +++ b/book-summaries/talking-across-divide/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-22-immutable-laws-of-branding/index.html b/book-summaries/the-22-immutable-laws-of-branding/index.html index d4e1d0e5b53..365e78d8e21 100644 --- a/book-summaries/the-22-immutable-laws-of-branding/index.html +++ b/book-summaries/the-22-immutable-laws-of-branding/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-3-minute-rule/index.html b/book-summaries/the-3-minute-rule/index.html index 8846481bcf5..21da128e8ee 100644 --- a/book-summaries/the-3-minute-rule/index.html +++ b/book-summaries/the-3-minute-rule/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-4-agreements/index.html b/book-summaries/the-4-agreements/index.html index a3926dcce31..4b5df942bc3 100644 --- a/book-summaries/the-4-agreements/index.html +++ b/book-summaries/the-4-agreements/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-4-hour-workweek/index.html b/book-summaries/the-4-hour-workweek/index.html index 450e980c6fb..b81d0e120bf 100644 --- a/book-summaries/the-4-hour-workweek/index.html +++ b/book-summaries/the-4-hour-workweek/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-5-am-club/index.html b/book-summaries/the-5-am-club/index.html index 4b4e1711a76..8c9867c9243 100644 --- a/book-summaries/the-5-am-club/index.html +++ b/book-summaries/the-5-am-club/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-almanack-of-naval-ravikant/index.html b/book-summaries/the-almanack-of-naval-ravikant/index.html index 09973243574..9406d039f3d 100644 --- a/book-summaries/the-almanack-of-naval-ravikant/index.html +++ b/book-summaries/the-almanack-of-naval-ravikant/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-art-of-impossible/index.html b/book-summaries/the-art-of-impossible/index.html index 8ce1eb85d04..9d24a9b6d74 100644 --- a/book-summaries/the-art-of-impossible/index.html +++ b/book-summaries/the-art-of-impossible/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-art-of-logic/index.html b/book-summaries/the-art-of-logic/index.html index be365a6ee3d..476f70b9a30 100644 --- a/book-summaries/the-art-of-logic/index.html +++ b/book-summaries/the-art-of-logic/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-book-of-joy/index.html b/book-summaries/the-book-of-joy/index.html index 1b40637d9bd..be873d25592 100644 --- a/book-summaries/the-book-of-joy/index.html +++ b/book-summaries/the-book-of-joy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-courage-to-be-happy/index.html b/book-summaries/the-courage-to-be-happy/index.html index 7937b914cd4..b0528596806 100644 --- a/book-summaries/the-courage-to-be-happy/index.html +++ b/book-summaries/the-courage-to-be-happy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-dip/index.html b/book-summaries/the-dip/index.html index b07ad8485b3..dd747f3399d 100644 --- a/book-summaries/the-dip/index.html +++ b/book-summaries/the-dip/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-distraction-addiction/index.html b/book-summaries/the-distraction-addiction/index.html index 05cbc6c9654..e7c340f4681 100644 --- a/book-summaries/the-distraction-addiction/index.html +++ b/book-summaries/the-distraction-addiction/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-elephant-in-the-brain/index.html b/book-summaries/the-elephant-in-the-brain/index.html index 8c5a5318443..768eb31c307 100644 --- a/book-summaries/the-elephant-in-the-brain/index.html +++ b/book-summaries/the-elephant-in-the-brain/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-grid/index.html b/book-summaries/the-grid/index.html index 1ec7c25c107..030df2f804d 100644 --- a/book-summaries/the-grid/index.html +++ b/book-summaries/the-grid/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-knowledge-illusion/index.html b/book-summaries/the-knowledge-illusion/index.html index 2beaee99715..60ed3fe9784 100644 --- a/book-summaries/the-knowledge-illusion/index.html +++ b/book-summaries/the-knowledge-illusion/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-life-you-can-save/index.html b/book-summaries/the-life-you-can-save/index.html index 055e5784cf8..e2edaeb4f90 100644 --- a/book-summaries/the-life-you-can-save/index.html +++ b/book-summaries/the-life-you-can-save/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-mom-test/index.html b/book-summaries/the-mom-test/index.html index 56464d22f1f..af0b36bf806 100644 --- a/book-summaries/the-mom-test/index.html +++ b/book-summaries/the-mom-test/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-organized-mind/index.html b/book-summaries/the-organized-mind/index.html index 90bf2323429..1a4c83dd376 100644 --- a/book-summaries/the-organized-mind/index.html +++ b/book-summaries/the-organized-mind/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-path-between-us/index.html b/book-summaries/the-path-between-us/index.html index 8255a2ac3a6..86888cb3c14 100644 --- a/book-summaries/the-path-between-us/index.html +++ b/book-summaries/the-path-between-us/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-power-of-concentration/index.html b/book-summaries/the-power-of-concentration/index.html index f45794a94bc..53c09bc0bcb 100644 --- a/book-summaries/the-power-of-concentration/index.html +++ b/book-summaries/the-power-of-concentration/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-power-of-regret/index.html b/book-summaries/the-power-of-regret/index.html index 2b13e41b02c..549a0d46200 100644 --- a/book-summaries/the-power-of-regret/index.html +++ b/book-summaries/the-power-of-regret/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-science-of-selling/index.html b/book-summaries/the-science-of-selling/index.html index 7300b9b81b6..28c80eaeded 100644 --- a/book-summaries/the-science-of-selling/index.html +++ b/book-summaries/the-science-of-selling/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-seven-habits-of-highly-effective-people/index.html b/book-summaries/the-seven-habits-of-highly-effective-people/index.html index 9bfd694bdf7..5fe0b331109 100644 --- a/book-summaries/the-seven-habits-of-highly-effective-people/index.html +++ b/book-summaries/the-seven-habits-of-highly-effective-people/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-slight-edge/index.html b/book-summaries/the-slight-edge/index.html index c742899a74e..393ce59ec2e 100644 --- a/book-summaries/the-slight-edge/index.html +++ b/book-summaries/the-slight-edge/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-squiggly-career/index.html b/book-summaries/the-squiggly-career/index.html index c232e99b6e9..da99e5da274 100644 --- a/book-summaries/the-squiggly-career/index.html +++ b/book-summaries/the-squiggly-career/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-status-game/index.html b/book-summaries/the-status-game/index.html index ddef3472bad..ee9e475788a 100644 --- a/book-summaries/the-status-game/index.html +++ b/book-summaries/the-status-game/index.html @@ -19,8 +19,8 @@ - - + + @@ -47,7 +47,7 @@

    Symbols as signals of shared meaning​

    The anthropologist Professor Robert Paul writes that our pursuit of symbolic status ‘has to do with the fact that human social life inherently depends on there being a public arena in which symbols can be made available to perception and shared by many people’.

    -

    People who have connected ‘share in the perception of these symbols, and incorporate them into their own thinking, feeling, and identity’, which ‘means that they experience their associates as “kin’

    +

    People who have connected ‘share in the perception of these symbols, and incorporate them into their own thinking, feeling, and identity’, which ‘means that they experience their associates as "kin’

    It’s in this way that we exist as a tribe, a culture, a people. We come into being as a collective when we connect with like-minded others whose brains process reality in similar ways; who dream the same dream of life. We recognise the same symbols; play the same game. As we do, we become the source of each other’s status, the people of the yam. We see the yam, we know what it means, we experience a profound sense of connection with those who perceive this reality as we do.

    Humiliation and removal of status​

    If humans are players, programmed to seek connection and status, humiliation insults both our deepest needs. And there’s nothing we can do about it. They have effectively lost the voice to make claims within the relevant community and especially to make counterclaims on their own behalf to remove their humiliation.’

    @@ -85,6 +85,6 @@

    How belie

    The world isn’t heroes and villains​

    The route forward is more likely to be found if we muster the wisdom to see through the moral cartoon and understand the world not as populated by dragons and dragon slayers, but by players negotiating trade-offs.

    I believe we can all take consolation in the knowledge that nobody ever gets there, not the superstars, the presidents, the geniuses or the artists we gaze up at in envy and awe. That promised land is a mirage. It’s a myth. In our lowest moments, we should remind ourselves of the truth of the dream: that life is not a story, game with no end. This means it isn’t a final victory we should seek but simple, humble progress: the never-ending pleasure of moving in the right direction. Nobody wins the status game. They’re not supposed to. The meaning of life is not to win, it’s to play.

    -

    The Status Game Book Summary - Will Storr - Wise Words

    Copyright © 2025 Deep Notes, Built with ❤️
    +

    The Status Game Book Summary - Will Storr - Wise Words

    Copyright © 2025 Deep Notes, Built with ❤️
    \ No newline at end of file diff --git a/book-summaries/the-tangled-tree/index.html b/book-summaries/the-tangled-tree/index.html index 396d47b5a5b..32f3c6eb1d0 100644 --- a/book-summaries/the-tangled-tree/index.html +++ b/book-summaries/the-tangled-tree/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/the-uninhabitable-earth/index.html b/book-summaries/the-uninhabitable-earth/index.html index 09cd888c2d1..ea792773fcd 100644 --- a/book-summaries/the-uninhabitable-earth/index.html +++ b/book-summaries/the-uninhabitable-earth/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/think-again/index.html b/book-summaries/think-again/index.html index 1b2b61bd9c5..0e4338e44f6 100644 --- a/book-summaries/think-again/index.html +++ b/book-summaries/think-again/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/think-and-grow-rich/index.html b/book-summaries/think-and-grow-rich/index.html index e682c3944bf..74a46896e4e 100644 --- a/book-summaries/think-and-grow-rich/index.html +++ b/book-summaries/think-and-grow-rich/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/thinking-fast-and-slow/index.html b/book-summaries/thinking-fast-and-slow/index.html index 63fe04171e8..4d230c9497b 100644 --- a/book-summaries/thinking-fast-and-slow/index.html +++ b/book-summaries/thinking-fast-and-slow/index.html @@ -19,8 +19,8 @@ - - + + @@ -54,9 +54,9 @@

    3: Autopilot: why we don't always consciously control our thoughts and actions​

    -

    What comes to mind when you see the letters “SO_P” ? Maybe nothing. But what if you see the word “EAT” first? Now, when you look at the word “SO_P” again, you should be able to complete it as “SOUP.” This process is also known as  priming .

    -

    We are baited when we come across a word, concept, or event that reminds us of related words and concepts. If you looked at the word “SHOWER” instead of the word “EAT” above, you would probably picture the word “SOAP”.

    -

    This dropping phenomenon affects not only the way we think but also the way we act. Just as your mind is affected when it hears certain words and concepts, so can your body. A prime example of this phenomenon can be found in a study in which participants were baited by words associated with old age, such as “Florida” and “wrinkles”, whose responses slowed down. than usual.

    +

    What comes to mind when you see the letters "SO_P" ? Maybe nothing. But what if you see the word "EAT" first? Now, when you look at the word "SO_P" again, you should be able to complete it as "SOUP." This process is also known as  priming .

    +

    We are baited when we come across a word, concept, or event that reminds us of related words and concepts. If you looked at the word "SHOWER" instead of the word "EAT" above, you would probably picture the word "SOAP".

    +

    This dropping phenomenon affects not only the way we think but also the way we act. Just as your mind is affected when it hears certain words and concepts, so can your body. A prime example of this phenomenon can be found in a study in which participants were baited by words associated with old age, such as "Florida" and "wrinkles", whose responses slowed down. than usual.

    Surprisingly, we are completely unaware that our thoughts and actions are affected by the release of bait.

    So baiting shows that, contrary to popular belief, we can't always consciously control our actions, judgments and choices. Instead we are always guided by certain social and cultural conditions.

    For example, research done by Kathleen Vohs proves that just thinking about money makes people live more personally. People who are preyed on by the concept of money – for example, by looking at pictures of money – act independently and are less willing to get involved, depend on, or accept requests from others. One implication from Vohns' research is that living in a society filled with monetary stimuli might make people more selfish.

    @@ -74,7 +74,7 @@

    7: Past Evil: Why we remember events from hindsight and not from experience​

    Our minds don't record experiences in a straight line. We have two machines that record different situations.

    -

    The first is  the experiential self , recording how you feel in the present. It asks, “How am I feeling right now?”

    -

    Second, is  the flashback being , which records the entire event that happened. It asks, “How do I feel in general?”

    +

    The first is  the experiential self , recording how you feel in the present. It asks, "How am I feeling right now?"

    +

    Second, is  the flashback being , which records the entire event that happened. It asks, "How do I feel in general?"

    The experiencing  self is a more accurate description of what happened, because how we feel at that moment is the most accurate. But  the flashback ontology  is not as accurate because it records only some of the salient memories after the event is over.

    There are two reasons why memory dominates experience. The first cause is called  duration neglect , where we forget the whole course of an event to remember a small part of it. That's because  of the peak-end rule , where we often overemphasize what happens at the end of an event.

    For visualization, consider an experiment that recorded people's memories of a painful colonoscopy. Before the endoscopy, people were divided into two groups: one group had a very long colonoscopy, while the other group had a faster endoscopy, but the pain gradually increased at the end.

    @@ -105,9 +105,9 @@

    10: Not Robots: Why Humans Don't Make Decisions Based on Reasoning​

    How do individuals make choices?

    A group of influential economists have long argued that people make decisions based on rational reasoning. They argue that everyone chooses according to utility theory, asserting that when individuals make decisions, they only look at rational data and choose the option with the greatest total utility.

    @@ -138,6 +138,6 @@

    13: Key message​

    Thinking fast and slow shows us that our mind is composed of two systems. System 1 works instinctively and requires very little effort; System 2 works more meticulously and requires more concentration. Our thoughts and actions change depending on which system is controlling the brain at the time.

    Thinking, Fast and Slow, Daniel Kahneman - Book Summary

    -

    Thinking Fast and Slopes

    Copyright © 2025 Deep Notes, Built with ❤️
    +

    Thinking Fast and Slopes

    Copyright © 2025 Deep Notes, Built with ❤️
    \ No newline at end of file diff --git a/book-summaries/thinking-in-systems/index.html b/book-summaries/thinking-in-systems/index.html index a88064a973f..3b9b66dd24e 100644 --- a/book-summaries/thinking-in-systems/index.html +++ b/book-summaries/thinking-in-systems/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/time-and-how-to-spend-it/index.html b/book-summaries/time-and-how-to-spend-it/index.html index d9bc5b29468..661dcb6cf0a 100644 --- a/book-summaries/time-and-how-to-spend-it/index.html +++ b/book-summaries/time-and-how-to-spend-it/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/ultralearning/index.html b/book-summaries/ultralearning/index.html index dc3a3df1c50..e6002120219 100644 --- a/book-summaries/ultralearning/index.html +++ b/book-summaries/ultralearning/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/what-philosophy-can-teach-you-about-being-a-better-leader/index.html b/book-summaries/what-philosophy-can-teach-you-about-being-a-better-leader/index.html index bfa2d13fa04..8a0c4dc7cd6 100644 --- a/book-summaries/what-philosophy-can-teach-you-about-being-a-better-leader/index.html +++ b/book-summaries/what-philosophy-can-teach-you-about-being-a-better-leader/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/book-summaries/who-we-are-and-how-we-got-here/index.html b/book-summaries/who-we-are-and-how-we-got-here/index.html index ff6c01e1f4f..d73384dc646 100644 --- a/book-summaries/who-we-are-and-how-we-got-here/index.html +++ b/book-summaries/who-we-are-and-how-we-got-here/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/amazon-pinpoint/index.html b/cloud/aws/amazon-pinpoint/index.html index 5cff054d8b0..a2163cea996 100644 --- a/cloud/aws/amazon-pinpoint/index.html +++ b/cloud/aws/amazon-pinpoint/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/amazon-transcribe/index.html b/cloud/aws/amazon-transcribe/index.html index 21a9e01bb7e..e0d561f2b02 100644 --- a/cloud/aws/amazon-transcribe/index.html +++ b/cloud/aws/amazon-transcribe/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/analytics/amazon-athena/index.html b/cloud/aws/analytics/amazon-athena/index.html index 7581ff0e568..d64cc5fc8b9 100644 --- a/cloud/aws/analytics/amazon-athena/index.html +++ b/cloud/aws/analytics/amazon-athena/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/analytics/amazon-devops-guru/index.html b/cloud/aws/analytics/amazon-devops-guru/index.html index e81a026c236..476edfd640f 100644 --- a/cloud/aws/analytics/amazon-devops-guru/index.html +++ b/cloud/aws/analytics/amazon-devops-guru/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/analytics/amazon-kinesis/index.html b/cloud/aws/analytics/amazon-kinesis/index.html index f264a5415bf..cbe2b68202a 100644 --- a/cloud/aws/analytics/amazon-kinesis/index.html +++ b/cloud/aws/analytics/amazon-kinesis/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/analytics/index.html b/cloud/aws/analytics/index.html index 58aaa1cea82..2229f3cc42f 100644 --- a/cloud/aws/analytics/index.html +++ b/cloud/aws/analytics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/aws-backup/index.html b/cloud/aws/aws-backup/index.html index 745804c10bd..f991b8c4182 100644 --- a/cloud/aws/aws-backup/index.html +++ b/cloud/aws/aws-backup/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/aws-competency-program/index.html b/cloud/aws/aws-competency-program/index.html index afa33f51143..d2a2469c767 100644 --- a/cloud/aws/aws-competency-program/index.html +++ b/cloud/aws/aws-competency-program/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/aws-database-migration-service-dms/index.html b/cloud/aws/aws-database-migration-service-dms/index.html index 33fab7aebab..abc9d1058cf 100644 --- a/cloud/aws/aws-database-migration-service-dms/index.html +++ b/cloud/aws/aws-database-migration-service-dms/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/aws-glue/index.html b/cloud/aws/aws-glue/index.html index 0dc5c3e7e28..f1e2b5a7c79 100644 --- a/cloud/aws/aws-glue/index.html +++ b/cloud/aws/aws-glue/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/aws-rekognition/index.html b/cloud/aws/aws-rekognition/index.html index eef3323a0bd..558dff8b542 100644 --- a/cloud/aws/aws-rekognition/index.html +++ b/cloud/aws/aws-rekognition/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/aws-services-list/index.html b/cloud/aws/aws-services-list/index.html index 114010615c5..a149a1da19f 100644 --- a/cloud/aws/aws-services-list/index.html +++ b/cloud/aws/aws-services-list/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/aws-services/index.html b/cloud/aws/aws-services/index.html index aa8b645a68f..7da7153599a 100644 --- a/cloud/aws/aws-services/index.html +++ b/cloud/aws/aws-services/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/aws-sns/index.html b/cloud/aws/aws-sns/index.html index e444c320172..883797a88ad 100644 --- a/cloud/aws/aws-sns/index.html +++ b/cloud/aws/aws-sns/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/aws-sqs/index.html b/cloud/aws/aws-sqs/index.html index fca557bc26a..51d2cd4cdff 100644 --- a/cloud/aws/aws-sqs/index.html +++ b/cloud/aws/aws-sqs/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/cli-commands/index.html b/cloud/aws/cli-commands/index.html index 8f7c1c94972..c70b9f7f586 100644 --- a/cloud/aws/cli-commands/index.html +++ b/cloud/aws/cli-commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/compute/amazon-ec2/index.html b/cloud/aws/compute/amazon-ec2/index.html index c21322483d0..1ae7429bf60 100644 --- a/cloud/aws/compute/amazon-ec2/index.html +++ b/cloud/aws/compute/amazon-ec2/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/compute/amazon-ecs/index.html b/cloud/aws/compute/amazon-ecs/index.html index f517679fda1..e1e7f1ff9fa 100644 --- a/cloud/aws/compute/amazon-ecs/index.html +++ b/cloud/aws/compute/amazon-ecs/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/compute/amazon-eks/index.html b/cloud/aws/compute/amazon-eks/index.html index c865af9b9f4..98aaa38b971 100644 --- a/cloud/aws/compute/amazon-eks/index.html +++ b/cloud/aws/compute/amazon-eks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/compute/aws-lambda/index.html b/cloud/aws/compute/aws-lambda/index.html index 8a5f0e9db62..e0125cbd493 100644 --- a/cloud/aws/compute/aws-lambda/index.html +++ b/cloud/aws/compute/aws-lambda/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/compute/burstable-instances/index.html b/cloud/aws/compute/burstable-instances/index.html index 38d81e06000..d075befc752 100644 --- a/cloud/aws/compute/burstable-instances/index.html +++ b/cloud/aws/compute/burstable-instances/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/compute/ec2-instance-types/index.html b/cloud/aws/compute/ec2-instance-types/index.html index 1c30cba033d..3cafc2bb623 100644 --- a/cloud/aws/compute/ec2-instance-types/index.html +++ b/cloud/aws/compute/ec2-instance-types/index.html @@ -19,8 +19,8 @@ - - + + @@ -78,7 +78,7 @@

    TipsKernel Live Patching for Amazon Linux 2 is now generally available
  • The M5a is ~10% cheaper.
  • vCPUs and Memory are equal.
    • -
  • The Intel CPU is 20% faster, using Intel Turbo Boost (hence the “up to 3.1 Ghz”)
    • +
  • The Intel CPU is 20% faster, using Intel Turbo Boost (hence the "up to 3.1 Ghz")
  • The Intel instance has 20% more network bandwidth and 40% more EBS bandwidth.

    • https://aws.amazon.com/ec2/pricing/on-demand

    @@ -125,7 +125,7 @@

    Azure and Google (as of this month) both now have Arm processors available.

  • -

    Threading: Intel and AMD support simultaneous multithreading, enabling “multiple threads to run concurrently on a single CPU core.” Graviton, on the other hand, does not, and every vCPU is a physical core. Some workloads, like data analytics, are more efficient on a multithreaded workload, whereas others, such as gaming, perform better on single-threaded workloads. Note—you can disable multithreading by setting one thread per code.

    +

    Threading: Intel and AMD support simultaneous multithreading, enabling "multiple threads to run concurrently on a single CPU core." Graviton, on the other hand, does not, and every vCPU is a physical core. Some workloads, like data analytics, are more efficient on a multithreaded workload, whereas others, such as gaming, perform better on single-threaded workloads. Note—you can disable multithreading by setting one thread per code.

  • Price Performance: Graviton is advertised by AWS to have better price performance, in some cases up to 40%, than comparable Intel and AMD instances. Independent benchmarks comparing similar instances, such as this one by Scylla, also find Graviton to be more price-performant. This is due in part to Arm-based processors having lower power consumption and more competitive margins since Graviton is owned by Amazon. Graviton is an excellent choice for those who are prioritizing cost.

    @@ -163,8 +163,42 @@

    Bottlerockethttps://aws.amazon.com/bottlerocket

    https://github.com/bottlerocket-os/bottlerocket

    EC2 Image Builder

    -

    GPU​

    +

    GPU / Accelerated Computing​

    +

    Accelerated computing instances use hardware accelerators, or co-processors, to perform functions, such as floating point number calculations, graphics processing, or data pattern matching, more efficiently than is possible in software running on CPUs.

    https://aws.amazon.com/ec2/instance-types/g4

    +

    Amazon EC2 P4 Instances

    +
      +
    • High performance for ML training and HPC applications in the cloud
      • +
    +

    Amazon EC2 P5 Instances​

    +

    Highest performance GPU-based instances for deep learning and HPC applications

    +

    Amazon EC2 P5 instances are the latest generation of GPU-based instances and provide the highest performance in Amazon EC2 for deep learning and high performance computing (HPC).

    +

    Features​

    +
      +
    • Intel Sapphire Rapids CPU and PCIe Gen5 between the CPU and GPU in P5en instances; 3rd Gen AMD EPYC processors (AMD EPYC 7R13) and PCIe Gen4 between the CPU and GPU in P5 and P5e instances.
      • +
    • Up to 8 NVIDIA H100 (in P5) or H200 (in P5e and P5en) Tensor Core GPUs
      • +
    • Up to 3,200 Gbps network bandwidth with support for Elastic Fabric Adapter (EFA) and NVIDIA GPUDirect RDMA (remote direct memory access)
      • +
    • 900 GB/s peer-to-peer GPU communication with NVIDIA NVSwitch
      • +
    +
    InstanceGPUsvCPUsInstance Memory (TiB)GPU MemoryNetwork BandwidthGPU Direct RDMAGPU Peer to PeerInstance Storage (TB)EBS Bandwidth (Gbps)
    p5.48xlarge8 H1001922640 GB HBM33200 Gbps EFAv2Yes900 GB/s NVSwitch8 x 3.84 NVMe SSD80
    p5e.48xlarge8 H20019221128 GB HBM33200 Gbps EFAv2Yes900 GB/s NVSwitch8x 3.84 NVMe SSD80
    p5en.48xlarge8 H20019221128 GB HBM33200 Gbps EFAv3Yes900 GB/s NVSwitch8x 3.84 NVMe SSD100
    +

    Amazon EC2 Instance types

    +

    Graphics Cards by GeForce | NVIDIA

    +
      +
    • GeForce RTX 50 Series +
        +
      • RTX 5090
        • +
      • RTX 5080
        • +
      • RTX 5070 Ti
        • +
      • RTX 5070
        • +
      +
      • +
    • GeForce RTX 40 Series +
        +
      • RTX 4080
        • +
      • RTX 4070
        • +
      +
      • +

    Spot Instances​

    Spot Instances - Amazon Elastic Compute Cloud

    Best practices for EC2 Spot - Amazon Elastic Compute Cloud

    @@ -180,6 +214,6 @@
    • -
    Copyright © 2025 Deep Notes, Built with ❤️
    +
    Copyright © 2025 Deep Notes, Built with ❤️
    \ No newline at end of file diff --git a/cloud/aws/compute/index.html b/cloud/aws/compute/index.html index ccb57d7f9d1..6a83f119139 100644 --- a/cloud/aws/compute/index.html +++ b/cloud/aws/compute/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/cost-optimization-explorer-billing/index.html b/cloud/aws/cost-optimization-explorer-billing/index.html index 7a46f90265b..84e02f08785 100644 --- a/cloud/aws/cost-optimization-explorer-billing/index.html +++ b/cloud/aws/cost-optimization-explorer-billing/index.html @@ -19,8 +19,8 @@ - - + + @@ -64,7 +64,7 @@

    Cost

    AWS Cost Anomaly Detection

    AWS Cost Optimization Hub​

    Consolidate and Prioritize Cost Optimization Opportunities

    -

    Cost Optimization Hub allows you to easily identify, filter, and consolidate over 15 types of AWS cost optimization recommendations, such as EC2 instance rightsizing recommendations, Graviton migration recommendations, idle resource detection, and Savings Plans recommendations across your AWS accounts and AWS Regions within your organization through a single dashboard, so that you can get the most out of your AWS spend. Cost Optimization Hub helps you quantify and aggregate estimated savings of these recommendations, taking your specific discount with AWS, such as Reserved Instances and Savings Plans, into consideration, so you can easily compare and prioritize recommendations. With Cost Optimization Hub, you can get answers to your cost optimization questions within minutes, such as “How much can I save by implementing rightsizing recommendations?” “Which AWS accounts have the most cost optimization opportunities?” and “What are the top 3 actions I can take to save costs?” and drive cost optimization initiatives through a single pane of glass.

    +

    Cost Optimization Hub allows you to easily identify, filter, and consolidate over 15 types of AWS cost optimization recommendations, such as EC2 instance rightsizing recommendations, Graviton migration recommendations, idle resource detection, and Savings Plans recommendations across your AWS accounts and AWS Regions within your organization through a single dashboard, so that you can get the most out of your AWS spend. Cost Optimization Hub helps you quantify and aggregate estimated savings of these recommendations, taking your specific discount with AWS, such as Reserved Instances and Savings Plans, into consideration, so you can easily compare and prioritize recommendations. With Cost Optimization Hub, you can get answers to your cost optimization questions within minutes, such as "How much can I save by implementing rightsizing recommendations?" "Which AWS accounts have the most cost optimization opportunities?" and "What are the top 3 actions I can take to save costs?" and drive cost optimization initiatives through a single pane of glass.

    Cost Optimization Hub

    Introducing Cost Optimization Hub

    Rightsizing Recommendations​

    @@ -170,6 +170,6 @@

    OthersGitHub - rkm-ravi94/awesome-it-compliance: This repo contains some details about the IT compliances available.
  • CISA Certification - Certified Information Systems Auditor
  • CISO - Chief Information Security Officer
    • -
  • CMMI Level 3 - An appraisal at maturity level 3 indicates an organization is performing at a “defined” level. At this level, processes are well characterized and understood and are described in standards, procedures, tools, and methods. +
  • CMMI Level 3 - An appraisal at maturity level 3 indicates an organization is performing at a "defined" level. At this level, processes are well characterized and understood and are described in standards, procedures, tools, and methods.
    • Capability Maturity Model Integration (CMMI) helps organizations streamline process improvement and encourage behaviors that decrease risks in software, product, and service development
    • -
    Copyright © 2025 Deep Notes, Built with ❤️
    +
    Copyright © 2025 Deep Notes, Built with ❤️
    \ No newline at end of file diff --git a/cloud/aws/security-identity-compliance/iam/index.html b/cloud/aws/security-identity-compliance/iam/index.html index 8dd85aa6c1b..a827379eec5 100644 --- a/cloud/aws/security-identity-compliance/iam/index.html +++ b/cloud/aws/security-identity-compliance/iam/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/security-identity-compliance/intro/index.html b/cloud/aws/security-identity-compliance/intro/index.html index ae6b8610947..cf4b9ae9694 100644 --- a/cloud/aws/security-identity-compliance/intro/index.html +++ b/cloud/aws/security-identity-compliance/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/security-identity-compliance/license-scanning/index.html b/cloud/aws/security-identity-compliance/license-scanning/index.html index 8dd7043badb..98a75fb5e50 100644 --- a/cloud/aws/security-identity-compliance/license-scanning/index.html +++ b/cloud/aws/security-identity-compliance/license-scanning/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/security-identity-compliance/security-guidelines/index.html b/cloud/aws/security-identity-compliance/security-guidelines/index.html index 556ac0f8e4e..d5b98e8c9b2 100644 --- a/cloud/aws/security-identity-compliance/security-guidelines/index.html +++ b/cloud/aws/security-identity-compliance/security-guidelines/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/security-identity-compliance/tools/index.html b/cloud/aws/security-identity-compliance/tools/index.html index 4a85fce6758..a6022a08ef6 100644 --- a/cloud/aws/security-identity-compliance/tools/index.html +++ b/cloud/aws/security-identity-compliance/tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/aws/storage/amazon-ebs/index.html b/cloud/aws/storage/amazon-ebs/index.html index d31bb853207..d0d1baab7b6 100644 --- a/cloud/aws/storage/amazon-ebs/index.html +++ b/cloud/aws/storage/amazon-ebs/index.html @@ -19,8 +19,8 @@ - - + + @@ -62,7 +62,7 @@

    gp2 vs gp3

    Changing RDS storage from gp2 to gp3 | AWS re:Post

      -
    • There is no downtime associated but always plan to make modifications at the time when clusters is expected to be least busy. There wouldn't be downtime, you may see “Storage Optimization” status.
      • +
    • There is no downtime associated but always plan to make modifications at the time when clusters is expected to be least busy. There wouldn't be downtime, you may see "Storage Optimization" status.

    gp2 to gp3 migration for Amazon RDS | by Rajesh Kantamani | Medium

    Underutilized EBS​

    @@ -80,6 +80,6 @@

    AI +
  • Cognitive Services - Add smart API capabilities to enable contextual interactions
  • Computer Vision - Distill actionable information from images
  • Content Moderator - Automated image, text and video moderation
    • -
  • Custom Vision - Easily customise your own state-of-the-art computer vision models for your unique use case
    • +
  • Custom Vision - Easily customise your own state-of-the-art computer vision models for your unique use case +
      +
    1. Identity document (ID) processing – Document Intelligence - Azure AI services | Microsoft Learn
      2. +
    +
  • Data Science Virtual Machines - Rich pre-configured environment for AI development
  • Face - Detect, identify, analyse, organise, and tag faces in photos
  • Azure Machine Learning - Bring AI to everyone with an end-to-end, scalable, trusted platform with experimentation and model management
    • @@ -71,7 +75,7 @@

    AI +

    Analytics (14)​

    Gather, store, process, analyse and visualise data of any variety, volume or velocity

    -
      +
      1. Azure Databricks (ADB) - Fast, easy and collaborative Apache Spark-based analytics platform
      2. Azure Stream Analytics - Real-time data stream processing from millions of IoT devices
      3. HDInsight - Provision cloud Hadoop, Spark, R Server, HBase, and Storm clusters
        4. @@ -125,7 +129,7 @@

        Azure Dat

        Blockchain (5)​

        Build and manage blockchain based applications with a suite of integrated tools

        -
          +
          1. Azure Blockchain ServicePREVIEW - Build, govern and expand consortium blockchain networks
          2. Azure Blockchain WorkbenchPREVIEW - Easily prototype blockchain apps in the cloud
          3. Logic Apps - Automate the access and use of data across clouds without writing code
            4. @@ -134,7 +138,7 @@

            Blockchain (5)<

          Compute (20)​

          Access cloud compute capacity and scale on demand - and only pay for the resources you use

          -
            +
            1. Learn More - - Virtual Machines - Provision Windows and Linux virtual machines in seconds
            2. Azure Kubernetes Service (AKS) - Simplify the deployment, management and operations of Kubernetes
            3. Service Fabric - Develop microservices and orchestrate containers on Windows or Linux
              4. @@ -158,7 +162,7 @@

              Compute (20)

              Containers (10)​

              Develop and manage your containerised applications faster with integrated tools

              -
                +
                1. Azure Kubernetes Service (AKS) - Simplify the deployment, management and operations of Kubernetes
                2. Service Fabric - Develop microservices and orchestrate containers on Windows or Linux
                3. Container Instances - Easily run containers on Azure without managing servers
                  4. @@ -173,7 +177,7 @@

                  Containers (10

                  Learn More

                  Databases (12)​

                  Support rapid growth and innovate faster with secure, enterprise-grade and fully managed database services

                  -
                    +
                    1. Azure API for FHIR - Easily create and deploy a FHIR service for health data solutions and interoperability
                    2. SQL Server on Virtual Machines - Host enterprise SQL Server apps in the cloud
                    3. Azure SQL Database - Managed, intelligent SQL in the cloud
                      4. @@ -189,15 +193,12 @@

                      Databases (12)<

                    Developer Tools (10)​

                    Build, manage and continuously deliver cloud applications - using any platform or language

                    -
                      +
                      1. Visual Studio - The powerful and flexible environment for developing applications in the cloud
                      2. Visual Studio Code - A powerful, lightweight code editor for cloud development
                      3. SDKs - Get the SDKs and command-line tools you need
                        4. -
                      4. Azure DevOps - Services for teams to share code, track work and ship software -
                          +
                        1. Azure DevOps - Services for teams to share code, track work and ship software
                        2. Previously called as  Team Foundation Server (TFS)
                          3. -
                        -
                      5. Azure Pipelines - Continuously build, test and deploy to any platform and cloud
                      6. Azure Lab Services - Set up labs for classrooms, trials, development and testing and other scenarios
                      7. Azure DevTest Labs - Quickly create environments using reusable templates and artifacts
                        8. @@ -207,7 +208,7 @@

                        Developer

                      DevOps (9)​

                      Deliver innovation faster with simple, reliable tools for continuous delivery

                      -
                        +
                        1. Azure DevOps - Services for teams to share code, track work and ship software
                        2. Azure Pipelines - Continuously build, test and deploy to any platform and cloud
                        3. Azure Boards - Plan, track and discuss work across your teams
                          4. @@ -220,7 +221,7 @@

                          DevOps (9)Hybrid (9)​

                          Get Azure innovation everywhere - bring the agility and innovation of cloud computing to your on-premises workloads.

                          -
                            +
                            1. Azure SQL Database - Managed, intelligent SQL in the cloud
                            2. Azure Active Directory - Synchronise on-premises directories and enable single sign-on
                            3. Azure DevOps - Services for teams to share code, track work and ship software
                              4. @@ -228,16 +229,13 @@

                              Hybrid (9)Security Center - Unify security management and enable advanced threat protection across hybrid cloud workloads
                            4. Azure Database for PostgreSQL - Managed PostgreSQL database service for app developers
                            5. Azure Stack - Build and run innovative hybrid applications across cloud boundaries
                              6. -
                            6. Azure Arc – Hybrid and Multi-Cloud Management and Solution - Bring Azure services and management to any infrastructure -
                                +
                              1. Azure Arc – Hybrid and Multi-Cloud Management and Solution - Bring Azure services and management to any infrastructure
                              2. Azure Arc is a bridge that extends the Azure platform to help you build applications and services with the flexibility to run across datacenters, at the edge, and in multicloud environments. Develop cloud-native applications with a consistent development, operations, and security model. Azure Arc runs on both new and existing hardware, virtualization and Kubernetes platforms, IoT devices, and integrated systems. Do more with less by leveraging your existing investments to modernize with cloud-native solutions.
                                3. -
                              -
                            7. Azure IoT Edge - Extend cloud intelligence and analytics to edge devices

                            Identity (4)​

                            Manage user identities and access to protect against advanced threats across devices, data, apps, and infrastructure

                            -
                              +
                              1. Azure Active Directory - Synchronise on-premises directories and enable single sign-on
                              2. Azure Information Protection - Better protect your sensitive information - anytime, anywhere
                              3. Azure Active Directory Domain Services - Join Azure virtual machines to a domain without domain controllers
                                4. @@ -245,7 +243,7 @@

                                Identity (4)

                                Integration (5)​

                                Seamlessly integrate on-premises and cloud-based applications, data and processes across your enterprise

                                -
                                  +
                                  1. Azure API for FHIR - Easily create and deploy a FHIR service for health data solutions and interoperability
                                  2. Event Grid - Get reliable event delivery at massive scale
                                  3. Logic Apps - Automate the access and use of data across clouds without writing code
                                    4. @@ -254,7 +252,7 @@

                                    Integration (5

                                  Internet of Things (20)​

                                  Bring IoT to any device and any platform, without changing your infrastructure

                                  -
                                    +
                                    1. Azure IoT Hub - Connect, monitor and manage billions of IoT assets
                                    2. Azure IoT Central - Accelerate the creation of IoT solutions
                                    3. Azure IoT solution accelerators - Create fully customisable solutions with templates for common IoT scenarios
                                      4. @@ -278,7 +276,7 @@

                                      Intern

                                    Management and Governance (19)​

                                    Simplify, automate and optimise the management and compliance of your cloud resources

                                    -
                                      +
                                      1. Azure Backup - Simplify data protection and protect against ransomware
                                      2. Azure Site Recovery - Keep your business running with built-in disaster recovery service
                                      3. Azure Advisor - Your personalised Azure best practices recommendation engine
                                        4. @@ -289,12 +287,9 @@

                                        Network Watcher - Network performance monitoring and diagnostics solution
                                      4. Azure Service Health - Personalized guidance and support for when issues in Azure services affect you
                                      5. Microsoft Azure portal - Build, manage, and monitor all Azure products in a single, unified console
                                        6. -
                                      6. Azure Resource Manager - Simplify how you manage your app resources -
                                          +
                                        1. Azure Resource Manager - Simplify how you manage your app resources
                                        2. Templates overview - Azure Resource Manager | Microsoft Learn
                                        3. Deploy template - Azure portal - Azure Resource Manager | Microsoft Learn
                                          4. -
                                        -
                                      7. Cloud Shell - Streamline Azure administration with a browser-based shell
                                      8. Azure mobile app - Stay connected to your Azure resources - anytime, anywhere
                                      9. Azure Policy - Implement corporate governance and standards at scale for Azure resources
                                        10. @@ -306,7 +301,7 @@

                                        Media (7)​

                                        Deliver high-quality video content anywhere, any time and on any device

                                        -
                                          +
                                          1. Content Delivery Network - Ensure secure, reliable content delivery with broad global reach
                                          2. Media Services - Encode, store, and stream video and audio at scale
                                          3. Encoding - Studio grade encoding at cloud scale
                                            4. @@ -317,7 +312,7 @@

                                            Media (7)Migration (5)​

                                            Simplify and accelerate your migration to the cloud with guidance, tools and resources

                                            -
                                              +
                                              1. Azure Site Recovery - Keep your business running with built-in disaster recovery service
                                              2. Cost Management + Billing - Optimise what you spend on the cloud, while maximising cloud potential
                                              3. Azure Database Migration Service - Simplify on-premises database migration to the cloud
                                                4. @@ -326,7 +321,7 @@

                                                Migration (5)

                                                Mixed Reality (4)​

                                                Blend your physical and digital worlds to create immersive, collaborative experiences

                                                -
                                                  +
                                                  1. Azure Digital TwinsPREVIEW - Build next-generation IoT spatial intelligence solutions
                                                  2. Spatial AnchorsPREVIEW - Create multi-user, spatially aware mixed reality experiences
                                                  3. Kinect DK - Build computer vision and speech models using a developer kit with advanced AI sensors
                                                    4. @@ -334,7 +329,7 @@

                                                    Mixed Realit

                                                  Mobile (11)​

                                                  Build and deploy cross-platform and native apps for any mobile device

                                                  -
                                                    +
                                                    1. App Service - Quickly create powerful cloud apps for web and mobile
                                                    2. Azure Maps - Simple and secure location APIs provide geospatial context to data
                                                    3. Notification Hubs - Send push notifications to any platform from any back end
                                                      4. @@ -349,7 +344,7 @@

                                                      Mobile (11)

                                                      Networking (18)​

                                                      Connect cloud and on-premises infrastructure and services to provide your customers and users the best possible experience

                                                      -
                                                        +
                                                        1. Content Delivery Network - Ensure secure, reliable content delivery with broad global reach
                                                        2. Azure ExpressRoute - Dedicated private network fiber connections to Azure
                                                        3. Azure DNS - Host your DNS domain in Azure
                                                          4. @@ -371,7 +366,7 @@

                                                          Networking (18

                                                        Security (10)​

                                                        Protect your enterprise from advanced threats across hybrid cloud workloads

                                                        -
                                                          +
                                                          1. Azure Active Directory - Synchronise on-premises directories and enable single sign-on
                                                          2. Azure Information Protection - Better protect your sensitive information - anytime, anywhere
                                                          3. Azure Active Directory Domain Services - Join Azure virtual machines to a domain without domain controllers
                                                            4. @@ -385,7 +380,7 @@

                                                            Security (10)

                                                            Storage (17)​

                                                            Get secure, massively scalable cloud storage for your data, apps and workloads

                                                            -
                                                              +
                                                              1. Storage Accounts - Durable, highly available and massively scalable cloud storage
                                                              2. Azure Backup - Simplify data protection and protect against ransomware
                                                              3. StorSimple - Lower costs with an enterprise hybrid cloud storage solution
                                                                4. @@ -406,7 +401,7 @@

                                                                Storage (17)

                                                                Web (12)​

                                                                Build, deploy, and scale powerful web applications quickly and efficiently

                                                                -
                                                                  +
                                                                  1. App Service - Quickly create powerful cloud apps for web and mobile
                                                                  2. Azure Maps - Simple and secure location APIs provide geospatial context to data
                                                                  3. Content Delivery Network - Ensure secure, reliable content delivery with broad global reach
                                                                    4. @@ -420,6 +415,6 @@

                                                                    Web (12)Azure SignalR Service - Add real-time web functionalities easily
                                                                  4. Azure Spring Cloud - A fully managed Spring Cloud service, built and operated with Pivotal

                                                                  -

                                                                  https://azure.microsoft.com/en-in/services

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  https://azure.microsoft.com/en-in/services

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
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                                                                  Networking

                                                                  Cloud AI​

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
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- + + diff --git a/cloud/others/low-code-no-code-lcnc/index.html b/cloud/others/low-code-no-code-lcnc/index.html index 23f73366bf2..8fec04d3b7a 100644 --- a/cloud/others/low-code-no-code-lcnc/index.html +++ b/cloud/others/low-code-no-code-lcnc/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/others/mdm-mobile-device-management/index.html b/cloud/others/mdm-mobile-device-management/index.html index cab3782d100..c11d6ea2585 100644 --- a/cloud/others/mdm-mobile-device-management/index.html +++ b/cloud/others/mdm-mobile-device-management/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/others/openstack/index.html b/cloud/others/openstack/index.html index 58f25011b0c..1366aefd8c8 100644 --- a/cloud/others/openstack/index.html +++ b/cloud/others/openstack/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/others/oracle/index.html b/cloud/others/oracle/index.html index d1a7eb5bc41..00db7f0a608 100644 --- a/cloud/others/oracle/index.html +++ b/cloud/others/oracle/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/others/others-saas/index.html b/cloud/others/others-saas/index.html index 32e643fae14..5cd237f2f25 100644 --- a/cloud/others/others-saas/index.html +++ b/cloud/others/others-saas/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/others/sap/index.html b/cloud/others/sap/index.html index cc4acfc796a..153ad157231 100644 --- a/cloud/others/sap/index.html +++ b/cloud/others/sap/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/others/ticketing-tms/index.html b/cloud/others/ticketing-tms/index.html index 61386164193..1f4e077528a 100644 --- a/cloud/others/ticketing-tms/index.html +++ b/cloud/others/ticketing-tms/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/others/vmware/index.html b/cloud/others/vmware/index.html index 173ffc9d102..7b0c3175d75 100644 --- a/cloud/others/vmware/index.html +++ b/cloud/others/vmware/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/cloud/tools/index.html b/cloud/tools/index.html index 3db4bab3af3..f1a52f6f9a0 100644 --- a/cloud/tools/index.html +++ b/cloud/tools/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/computer-science/distributed-system/consensus-protocols/index.html b/computer-science/distributed-system/consensus-protocols/index.html index 8fd6c865963..a9091468c14 100644 --- a/computer-science/distributed-system/consensus-protocols/index.html +++ b/computer-science/distributed-system/consensus-protocols/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/distributed-system/consistency/index.html b/computer-science/distributed-system/consistency/index.html index 59cf3cc7f50..a0f89e114e8 100644 --- a/computer-science/distributed-system/consistency/index.html +++ b/computer-science/distributed-system/consistency/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/distributed-system/distributed-logging/index.html b/computer-science/distributed-system/distributed-logging/index.html index 789e4b0e0ec..6d936471b9a 100644 --- a/computer-science/distributed-system/distributed-logging/index.html +++ b/computer-science/distributed-system/distributed-logging/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/distributed-system/fallacies-and-problems/index.html b/computer-science/distributed-system/fallacies-and-problems/index.html index 42b18a62c3e..afa0c5e6c62 100644 --- a/computer-science/distributed-system/fallacies-and-problems/index.html +++ b/computer-science/distributed-system/fallacies-and-problems/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/distributed-system/index.html b/computer-science/distributed-system/index.html index 6b614f28379..209fe987f78 100644 --- a/computer-science/distributed-system/index.html +++ b/computer-science/distributed-system/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/distributed-system/intro/index.html b/computer-science/distributed-system/intro/index.html index 6d2afd7048f..a58ebaa958a 100644 --- a/computer-science/distributed-system/intro/index.html +++ b/computer-science/distributed-system/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/distributed-system/others/index.html b/computer-science/distributed-system/others/index.html index 5ecee0c5d33..973c7c0203f 100644 --- a/computer-science/distributed-system/others/index.html +++ b/computer-science/distributed-system/others/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/computer-science/interview-question/system-design-google-com-into-browser-press-enter/index.html b/computer-science/interview-question/system-design-google-com-into-browser-press-enter/index.html index cbe80757967..26441c9021b 100644 --- a/computer-science/interview-question/system-design-google-com-into-browser-press-enter/index.html +++ b/computer-science/interview-question/system-design-google-com-into-browser-press-enter/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/interview-question/system-design-google-search/index.html b/computer-science/interview-question/system-design-google-search/index.html index 2970fe90a02..3666bc074c5 100644 --- a/computer-science/interview-question/system-design-google-search/index.html +++ b/computer-science/interview-question/system-design-google-search/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/interview-question/system-design-messenger-whatsapp/index.html b/computer-science/interview-question/system-design-messenger-whatsapp/index.html index 1072ada1daa..7bff47d6b1f 100644 --- a/computer-science/interview-question/system-design-messenger-whatsapp/index.html +++ b/computer-science/interview-question/system-design-messenger-whatsapp/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/computer-science/interview-question/system-design-tinyurl/index.html b/computer-science/interview-question/system-design-tinyurl/index.html index 78493bb9b4e..22cc7e06135 100644 --- a/computer-science/interview-question/system-design-tinyurl/index.html +++ b/computer-science/interview-question/system-design-tinyurl/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/interview-question/system-design-twitter/index.html b/computer-science/interview-question/system-design-twitter/index.html index b87c820bbff..b39af2390c7 100644 --- a/computer-science/interview-question/system-design-twitter/index.html +++ b/computer-science/interview-question/system-design-twitter/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/interview-question/system-design-uber-data-architecture/index.html b/computer-science/interview-question/system-design-uber-data-architecture/index.html index ac60fc59968..322ff491448 100644 --- a/computer-science/interview-question/system-design-uber-data-architecture/index.html +++ b/computer-science/interview-question/system-design-uber-data-architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/interview-question/system-design-uber-lyft-ride-sharing-services/index.html b/computer-science/interview-question/system-design-uber-lyft-ride-sharing-services/index.html index 7dd7ff0eb5f..0e37e11581c 100644 --- a/computer-science/interview-question/system-design-uber-lyft-ride-sharing-services/index.html +++ b/computer-science/interview-question/system-design-uber-lyft-ride-sharing-services/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/interview-question/system-design-youtube/index.html b/computer-science/interview-question/system-design-youtube/index.html index e55186c24ad..0c84f081267 100644 --- a/computer-science/interview-question/system-design-youtube/index.html +++ b/computer-science/interview-question/system-design-youtube/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/interview-question/toptal/index.html b/computer-science/interview-question/toptal/index.html index 1b7ad30c9d9..c38b5b540b3 100644 --- a/computer-science/interview-question/toptal/index.html +++ b/computer-science/interview-question/toptal/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/iot/device-management/index.html b/computer-science/iot/device-management/index.html index 348430e9d4b..4da389ba1e7 100644 --- a/computer-science/iot/device-management/index.html +++ b/computer-science/iot/device-management/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/iot/edge-computing/index.html b/computer-science/iot/edge-computing/index.html index 674c28e0079..bed5f339889 100644 --- a/computer-science/iot/edge-computing/index.html +++ b/computer-science/iot/edge-computing/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/iot/edgexfoundary/index.html b/computer-science/iot/edgexfoundary/index.html index 88f78178ea8..93243257492 100644 --- a/computer-science/iot/edgexfoundary/index.html +++ b/computer-science/iot/edgexfoundary/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/iot/index.html b/computer-science/iot/index.html index ec6d87518ac..c80d8a648db 100644 --- a/computer-science/iot/index.html +++ b/computer-science/iot/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/iot/industrial-iot-iiot/index.html b/computer-science/iot/industrial-iot-iiot/index.html index e7724e7911c..f86ea6b86bd 100644 --- a/computer-science/iot/industrial-iot-iiot/index.html +++ b/computer-science/iot/industrial-iot-iiot/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/iot/iot-intro/index.html b/computer-science/iot/iot-intro/index.html index bacee7adc25..dd600f3faa8 100644 --- a/computer-science/iot/iot-intro/index.html +++ b/computer-science/iot/iot-intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/iot/others/index.html b/computer-science/iot/others/index.html index 73a9369e38b..72d777f92f6 100644 --- a/computer-science/iot/others/index.html +++ b/computer-science/iot/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/links/index.html b/computer-science/links/index.html index 8409b2b43f1..4c0a23b0580 100644 --- a/computer-science/links/index.html +++ b/computer-science/links/index.html @@ -19,8 +19,8 @@ - - + + @@ -37,7 +37,7 @@

                                                                  YoutubeLearn LangChain.js - Build LLM apps with JavaScript and OpenAI
                                                                1. Malignant Intelligence?
                                                                2. Maximizing GraphQL's Potential: Netflix's Federated Journey Unveiled
                                                                  3. -
                                                                3. Developer-First Observability with Micha “Mies” Hernandez van Leuffen
                                                                  4. +
                                                                4. Developer-First Observability with Micha "Mies" Hernandez van Leuffen
                                                                5. How Application-First Cloud Services are Changing the Game
                                                                6. Monte Carlo in Reinforcement Learning
                                                                7. Effective and Efficient Observability with OpenTelemetry - YouTube
                                                                  8. @@ -109,7 +109,7 @@

                                                                  YoutubeWebGPU is Not Just about the Web
                                                                8. Building Green Software Part 4: Operational Efficiency • Anne Currie • G...
                                                                9. The Ultimate Metric • Arty Starr • YOW! 2019
                                                                  10. -
                                                                10. Mature Microservices & How to Operate Them • Sarah Wells • YOW! 2019
                                                                  11. +
                                                                11. Mature Microservices & How to Operate Them • Sarah Wells • YOW! 2019
                                                                12. Build a Virtual World Filled with Self-Driving Cars - JavaScript Tutorial
                                                                13. Data-Oriented Programming • Yehonathan Sharvit & James Lewis • GOTO 2023
                                                                14. JavaScript Testing with Jest - Crash Course
                                                                  15. @@ -216,7 +216,7 @@

                                                                  YoutubeTableau Pulse Powered by Tableau AI
                                                                15. PostgresML: Leveraging Postgres as a Vector Database for AI
                                                                16. Quantum & High-Performance Computing in The Cloud in 6 Minutes • Stig El...
                                                                  17. -
                                                                17. The Many Facets of “Identity”
                                                                  18. +
                                                                18. The Many Facets of "Identity"
                                                                19. Everything You NEED to Know About Client Architecture Patterns
                                                                20. Unleash the Power of Large Language Models (LLMs) • Daria Hvizdalova • G...
                                                                21. Is Software Engineering Real Engineering? • Hillel Wayne • GOTO 2023
                                                                  22. @@ -259,7 +259,7 @@

                                                                  YoutubeNGINX Tutorial for Beginners
                                                                22. Future of EDA Panel • J. Deen, T. Boiteau, E. Shea, V. Panghal, R. Barci...
                                                                23. Become an Effective Software Engineering Manager • James Stanier & Gerge...
                                                                  24. -
                                                                24. Creative Stances of Impactful Product Leadership • Anjali Leon & Nadezhd...
                                                                  25. +
                                                                25. Creative Stances of Impactful Product Leadership • Anjali Leon & Nadezhd...
                                                                26. Security By Design • Ana Oprea • GOTO 2023
                                                                27. Banking on Thousands of Microservices
                                                                28. The Most Powerful Software Development Process Is The Easiest • Dave Far...
                                                                  29. @@ -311,7 +311,7 @@

                                                                  Youtube10 Learnings From Running Production Infrastructure at Google in 8 Min. ...
                                                                29. Top 6 Tools to Turn Diagrams into Beautiful Code - YouTube
                                                                30. AI Engineering with Scrimba CEO Per Borgen - freeCodeCamp.org Podcast Interview - YouTube
                                                                  31. -
                                                                31. Crypto Heist: The Aftermath of a Government Website Cryptojacking Attack • Scott Helme • GOTO 2023 - YouTube
                                                                  32. +
                                                                32. Crypto Heist: The Aftermath of a Government Website Cryptojacking Attack • Scott Helme • GOTO 2023 - YouTube
                                                                33. OCaml for Fun & Profit: An Experience Report • Tim McGilchrist • YOW! 2023
                                                                34. Event Modeling from Beginner to Expert • Adam Dymitruk • YOW! 2023
                                                                35. Building Images For The Secure Supply Chain in 1 Minute • Adrian Mouat •...
                                                                  36. @@ -349,7 +349,7 @@

                                                                  YoutubeThe Busy Platform Engineers Guide to API Gateways in 4 Minutes • Daniel ...
                                                                36. Cloud Native Spring in Action • Thomas Vitale & Josh Long • GOTO 2024
                                                                37. Expo in 100 Seconds
                                                                  38. -
                                                                38. Why Is My App SLOw? Defining Reliability in Platform Engineering • Jez Humble • YOW! 2023 - YouTube
                                                                  39. +
                                                                39. Why Is My App SLOw? Defining Reliability in Platform Engineering • Jez Humble • YOW! 2023 - YouTube
                                                                40. Organizational Sustainability with Platform Engineering • Lesley Cordero • YOW! 2023 - YouTube
                                                                41. Layers of Leadership • Lee Campbell • YOW! 2023 - YouTube
                                                                42. Java In The Cloud with GraalVM • Alina Yurenko • GOTO 2023
                                                                  43. @@ -412,7 +412,7 @@

                                                                  YoutubeMaking Kafka Queryable with Apache Pinot • Tim Berglund • GOTO 2023
                                                                43. ACID Properties in Databases With Examples
                                                                44. PostgreSQL connection management and per-client process model explained
                                                                  45. -
                                                                45. Verse: A New Functional Logic Language • Lennart Augustsson • GOTO 2023
                                                                  46. +
                                                                46. Verse: A New Functional Logic Language • Lennart Augustsson • GOTO 2023
                                                                47. The Cloud of the Future: Next-Gen Services and Trends (2024-2034)
                                                                48. Changing Parameters for A/B Testing, with Apache Flink | 4/5
                                                                49. I made FLAPPY BIRD in DUMB programs
                                                                  50. @@ -1025,7 +1025,7 @@

                                                                  YoutubeMERN Stack Tutorial with Deployment – Beginner's Course
                                                                50. AI Assistance Beyond Code: What Do We Need to Make it Work? • Birgitta B...
                                                                51. How do I check my AWS account for active resources that I no longer need?
                                                                  52. -
                                                                52. Why do I get the “The AWS Access Key Id you provided does not exist in o...
                                                                  53. +
                                                                53. Why do I get the "The AWS Access Key Id you provided does not exist in o...
                                                                54. Container Observability with AWS | AWS Events
                                                                55. Harnessing AI to Clean up Beaches from Plastic Pellets • Signe Simonsen ...
                                                                56. AWS Summit New York 2024 - Bayer Crop Science | AWS Events
                                                                  57. @@ -1258,7 +1258,7 @@

                                                                  YoutubeThe Next Wave of AI: Physical AI
                                                                57. Why OpenAI's o1 Is A Huge Deal | YC Decoded
                                                                58. When do you use threads?
                                                                  59. -
                                                                59. You Keep Using That Word • Sam Newman • GOTO 2024
                                                                  60. +
                                                                60. You Keep Using That Word • Sam Newman • GOTO 2024
                                                                61. Using a Product Value Curve to Prioritize Work
                                                                62. Google Trends for Journalists
                                                                63. DuckDB: Crunching Data Anywhere, From Laptops to Servers • Gabor Szarnya...
                                                                  64. @@ -1331,7 +1331,7 @@

                                                                  YoutubeSpot at Code & Circuit | Boston Dynamics
                                                                64. NVIDIA’s New AI: Stunning Voice Generator!
                                                                65. AI engineers are in high demand – but what is the job really like?
                                                                  66. -
                                                                66. D-Link says “just buy a new router” after 9.8 critical vulnerability…
                                                                  67. +
                                                                67. D-Link says "just buy a new router" after 9.8 critical vulnerability…
                                                                68. Diving deep into how AWS uses PyTorch
                                                                69. Arm64 optimization with PyTorch
                                                                70. Cheaters are breaking the technical interview... how?
                                                                  71. @@ -1483,6 +1483,6 @@

                                                                  BytebytegoHow do AirTags work?
                                                                71. What is OSI Model
                                                                  72. -

                                                                  End​

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                                                                  +

                                                                  End​

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/computer-science/operating-system/basic-computer-organization/index.html b/computer-science/operating-system/basic-computer-organization/index.html index 4376d464a1f..6d57e1e1286 100644 --- a/computer-science/operating-system/basic-computer-organization/index.html +++ b/computer-science/operating-system/basic-computer-organization/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/operating-system/cache-access-patterns/index.html b/computer-science/operating-system/cache-access-patterns/index.html index b6e2f51f254..7c9d11612ff 100644 --- a/computer-science/operating-system/cache-access-patterns/index.html +++ b/computer-science/operating-system/cache-access-patterns/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/operating-system/cache-coherence-invalidation/index.html b/computer-science/operating-system/cache-coherence-invalidation/index.html index d65b7b71bcc..2f45d7484e3 100644 --- a/computer-science/operating-system/cache-coherence-invalidation/index.html +++ b/computer-science/operating-system/cache-coherence-invalidation/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/computer-science/operating-system/raid/index.html b/computer-science/operating-system/raid/index.html index 778ddf091e9..b698199af11 100644 --- a/computer-science/operating-system/raid/index.html +++ b/computer-science/operating-system/raid/index.html @@ -19,8 +19,8 @@ - - + + @@ -99,7 +99,7 @@

                                                                  Parityhttps://www.storagetutorials.com/understanding-concept-striping-mirroring-parity

                                                                  JBOD​

                                                                  Just a Bunch Of Disks​

                                                                  -

                                                                  JBOD (stands for “Just a Bunch Of Disks”) is referred as the collection of hard disks with one single storage enclosure that are not configured to acts as Redundant Array of Independent Disks (RAID array). The multiple disks in array are connected to a single server that provides higher storage capacity.

                                                                  +

                                                                  JBOD (stands for "Just a Bunch Of Disks") is referred as the collection of hard disks with one single storage enclosure that are not configured to acts as Redundant Array of Independent Disks (RAID array). The multiple disks in array are connected to a single server that provides higher storage capacity.

                                                                  JBODs make the disk appear to be single one by combining all the disks. Like in RAID system the data is stored redundantly in multiple disks which appear as single disk in operating system.

                                                                  Advantages of JBOD​

                                                                  Some possible benefits from JBOD are :

                                                                  @@ -136,6 +136,6 @@

                                                                  Links​

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                                                                  Copyright © 2025 Deep Notes, Built with ❤️
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- + + diff --git a/computer-science/programming-paradigms/architectural-mvvm/index.html b/computer-science/programming-paradigms/architectural-mvvm/index.html index 3e4f1691195..5c5eca89450 100644 --- a/computer-science/programming-paradigms/architectural-mvvm/index.html +++ b/computer-science/programming-paradigms/architectural-mvvm/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/programming-paradigms/behavioral-chain-of-responsibility/index.html b/computer-science/programming-paradigms/behavioral-chain-of-responsibility/index.html index 12bdff80b9d..bb3bf94c66d 100644 --- a/computer-science/programming-paradigms/behavioral-chain-of-responsibility/index.html +++ b/computer-science/programming-paradigms/behavioral-chain-of-responsibility/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/programming-paradigms/behavioral-iterator/index.html b/computer-science/programming-paradigms/behavioral-iterator/index.html index ae72190d43f..80c974a5fd5 100644 --- a/computer-science/programming-paradigms/behavioral-iterator/index.html +++ b/computer-science/programming-paradigms/behavioral-iterator/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/computer-science/programming-paradigms/structural-proxy/index.html b/computer-science/programming-paradigms/structural-proxy/index.html index 3adfea164fe..20c40364385 100644 --- a/computer-science/programming-paradigms/structural-proxy/index.html +++ b/computer-science/programming-paradigms/structural-proxy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/programming-paradigms/types-of-programming-paradigm/index.html b/computer-science/programming-paradigms/types-of-programming-paradigm/index.html index 97a29e6f758..eb873ec1edf 100644 --- a/computer-science/programming-paradigms/types-of-programming-paradigm/index.html +++ b/computer-science/programming-paradigms/types-of-programming-paradigm/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/attacks/index.html b/computer-science/security/attacks/index.html index 9f65aaf73a1..20642a50fcd 100644 --- a/computer-science/security/attacks/index.html +++ b/computer-science/security/attacks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/authentication/certificates/index.html b/computer-science/security/authentication/certificates/index.html index 324dcbf0ed9..d4e14ae174c 100644 --- a/computer-science/security/authentication/certificates/index.html +++ b/computer-science/security/authentication/certificates/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/authentication/http-authentication/index.html b/computer-science/security/authentication/http-authentication/index.html index f99414ed06d..90fb4b05eee 100644 --- a/computer-science/security/authentication/http-authentication/index.html +++ b/computer-science/security/authentication/http-authentication/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/authentication/index.html b/computer-science/security/authentication/index.html index 8390e9c8b3f..b7ed038fbff 100644 --- a/computer-science/security/authentication/index.html +++ b/computer-science/security/authentication/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/authentication/intro/index.html b/computer-science/security/authentication/intro/index.html index 67d891348b3..d31bc1977b6 100644 --- a/computer-science/security/authentication/intro/index.html +++ b/computer-science/security/authentication/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/authentication/jwt/index.html b/computer-science/security/authentication/jwt/index.html index a6e09c266f6..d2dc34a6807 100644 --- a/computer-science/security/authentication/jwt/index.html +++ b/computer-science/security/authentication/jwt/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/authentication/oauth/index.html b/computer-science/security/authentication/oauth/index.html index cba6f2977c7..91ea4d2de67 100644 --- a/computer-science/security/authentication/oauth/index.html +++ b/computer-science/security/authentication/oauth/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/authentication/openid/index.html b/computer-science/security/authentication/openid/index.html index 4990c2536ab..acc9a78a78a 100644 --- a/computer-science/security/authentication/openid/index.html +++ b/computer-science/security/authentication/openid/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/authentication/siem/index.html b/computer-science/security/authentication/siem/index.html index 66b833aac87..3591dfa5251 100644 --- a/computer-science/security/authentication/siem/index.html +++ b/computer-science/security/authentication/siem/index.html @@ -19,8 +19,8 @@ - - + + @@ -28,7 +28,7 @@

                                                                  SIEM

                                                                  Security information and event management, SIEM for short, is a solution that helps organizations detect, analyze, and respond to security threats before they harm business operations.

                                                                  -

                                                                  SIEM, pronounced “sim,” combines both security information management (SIM) and security event management (SEM) into one security management system. SIEM technology collects event log data from a range of sources, identifies activity that deviates from the norm with real-time analysis, and takes appropriate action.

                                                                  +

                                                                  SIEM, pronounced "sim," combines both security information management (SIM) and security event management (SEM) into one security management system. SIEM technology collects event log data from a range of sources, identifies activity that deviates from the norm with real-time analysis, and takes appropriate action.

                                                                  In short, SIEM gives organizations visibility into activity within their network so they can respond swiftly to potential cyberattacks and meet compliance requirements.

                                                                  In the past decade, SIEM technology has evolved to make threat detection and incident response smarter and faster with artificial intelligence.

                                                                  How do SIEM tools work?​

                                                                  @@ -91,6 +91,6 @@

                                                                  SIEM

                                                                  What Is SIEM? | Microsoft Security

                                                                  What is SIEM? | A Definition from TechTarget.com

                                                                  -

                                                                  Security information and event management - Wikipedia

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  Security information and event management - Wikipedia

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
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- + + diff --git a/computer-science/security/cryptography/cryptographic-hash-functions/index.html b/computer-science/security/cryptography/cryptographic-hash-functions/index.html index a8db8164ae5..57c4d11658b 100644 --- a/computer-science/security/cryptography/cryptographic-hash-functions/index.html +++ b/computer-science/security/cryptography/cryptographic-hash-functions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/cryptography/cryptography-terms/index.html b/computer-science/security/cryptography/cryptography-terms/index.html index ebd9af4cdde..29f74c8fab9 100644 --- a/computer-science/security/cryptography/cryptography-terms/index.html +++ b/computer-science/security/cryptography/cryptography-terms/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/cryptography/diffie-hellman-key-exchange/index.html b/computer-science/security/cryptography/diffie-hellman-key-exchange/index.html index bc8a0fd3a53..6cb27de8eb1 100644 --- a/computer-science/security/cryptography/diffie-hellman-key-exchange/index.html +++ b/computer-science/security/cryptography/diffie-hellman-key-exchange/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/cryptography/hash-function-design/index.html b/computer-science/security/cryptography/hash-function-design/index.html index f593d497147..97981f74638 100644 --- a/computer-science/security/cryptography/hash-function-design/index.html +++ b/computer-science/security/cryptography/hash-function-design/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/cryptography/index.html b/computer-science/security/cryptography/index.html index 9e9b5944b3f..94af6c95c7b 100644 --- a/computer-science/security/cryptography/index.html +++ b/computer-science/security/cryptography/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/cryptography/intro/index.html b/computer-science/security/cryptography/intro/index.html index 2db7441eed2..9b5709d4979 100644 --- a/computer-science/security/cryptography/intro/index.html +++ b/computer-science/security/cryptography/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/cryptography/post-quantum-cryptography/index.html b/computer-science/security/cryptography/post-quantum-cryptography/index.html index 58a63f2ec70..c44e7d73b42 100644 --- a/computer-science/security/cryptography/post-quantum-cryptography/index.html +++ b/computer-science/security/cryptography/post-quantum-cryptography/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/cryptography/public-key-cryptography/index.html b/computer-science/security/cryptography/public-key-cryptography/index.html index 68c60122c8a..bfd478e7532 100644 --- a/computer-science/security/cryptography/public-key-cryptography/index.html +++ b/computer-science/security/cryptography/public-key-cryptography/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/ethical-hacking/index.html b/computer-science/security/ethical-hacking/index.html index fda73ed2b6e..d7d5df25c34 100644 --- a/computer-science/security/ethical-hacking/index.html +++ b/computer-science/security/ethical-hacking/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/firewall-waf/index.html b/computer-science/security/firewall-waf/index.html index deb4590b60d..b5b2ea2fabf 100644 --- a/computer-science/security/firewall-waf/index.html +++ b/computer-science/security/firewall-waf/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/improving-security-posture/index.html b/computer-science/security/improving-security-posture/index.html index 0d302930d80..b0e659d1272 100644 --- a/computer-science/security/improving-security-posture/index.html +++ b/computer-science/security/improving-security-posture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/index.html b/computer-science/security/index.html index 8e025c064cf..ceeadedbc6f 100644 --- a/computer-science/security/index.html +++ b/computer-science/security/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/others/index.html b/computer-science/security/others/index.html index 71b0db1eb01..68293c12ba1 100644 --- a/computer-science/security/others/index.html +++ b/computer-science/security/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/systems-protection/index.html b/computer-science/security/systems-protection/index.html index 4e86df56897..b7d75caba72 100644 --- a/computer-science/security/systems-protection/index.html +++ b/computer-science/security/systems-protection/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/tools/index.html b/computer-science/security/tools/index.html index 69a2c4c3527..c53eacd513e 100644 --- a/computer-science/security/tools/index.html +++ b/computer-science/security/tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/vault/index.html b/computer-science/security/vault/index.html index 256dd85fa97..065249039d0 100644 --- a/computer-science/security/vault/index.html +++ b/computer-science/security/vault/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/security/vulnerabilities/index.html b/computer-science/security/vulnerabilities/index.html index cf405a09c1f..2b14008e39d 100644 --- a/computer-science/security/vulnerabilities/index.html +++ b/computer-science/security/vulnerabilities/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/software-engineering/change-management/index.html b/computer-science/software-engineering/change-management/index.html index 9139229058d..b3a4becf7a2 100644 --- a/computer-science/software-engineering/change-management/index.html +++ b/computer-science/software-engineering/change-management/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/software-engineering/code-smell/index.html b/computer-science/software-engineering/code-smell/index.html index 8b4e4f0d58e..95374b85562 100644 --- a/computer-science/software-engineering/code-smell/index.html +++ b/computer-science/software-engineering/code-smell/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/software-engineering/coding-guidelines-code-reviews-clean-code/index.html b/computer-science/software-engineering/coding-guidelines-code-reviews-clean-code/index.html index ac87795713f..2c4adec0987 100644 --- a/computer-science/software-engineering/coding-guidelines-code-reviews-clean-code/index.html +++ b/computer-science/software-engineering/coding-guidelines-code-reviews-clean-code/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/software-engineering/complexity/index.html b/computer-science/software-engineering/complexity/index.html index 8410f5338c0..6e845655a77 100644 --- a/computer-science/software-engineering/complexity/index.html +++ b/computer-science/software-engineering/complexity/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/software-engineering/developer-roles/index.html b/computer-science/software-engineering/developer-roles/index.html index 51fd70679be..89fc18900ff 100644 --- a/computer-science/software-engineering/developer-roles/index.html +++ b/computer-science/software-engineering/developer-roles/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/software-engineering/development-approaches/index.html b/computer-science/software-engineering/development-approaches/index.html index 6ec8fd3300d..57ce56af4ee 100644 --- a/computer-science/software-engineering/development-approaches/index.html +++ b/computer-science/software-engineering/development-approaches/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/software-engineering/index.html b/computer-science/software-engineering/index.html index a6fdda20a88..1641a5b195a 100644 --- a/computer-science/software-engineering/index.html +++ b/computer-science/software-engineering/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/software-engineering/intro/index.html b/computer-science/software-engineering/intro/index.html index 02df7587bac..c5ecd0358ba 100644 --- a/computer-science/software-engineering/intro/index.html +++ b/computer-science/software-engineering/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/software-engineering/modeling-languages/index.html b/computer-science/software-engineering/modeling-languages/index.html index 165ec6d3c71..fca6d8cdc3a 100644 --- a/computer-science/software-engineering/modeling-languages/index.html +++ b/computer-science/software-engineering/modeling-languages/index.html @@ -19,8 +19,8 @@ - - + + @@ -118,7 +118,7 @@

                                                                  image

                                                                  Level 3 - Component Diagram​

                                                                  Next we can zoom in and decompose each container further to identify the major structural building blocks and their interactions.

                                                                  -

                                                                  The Component diagram shows how a container is made up of a number of “components”, what each of those components are, their responsibilities, and the technology/implementation details.

                                                                  +

                                                                  The Component diagram shows how a container is made up of a number of "components", what each of those components are, their responsibilities, and the technology/implementation details.

                                                                  image

                                                                  Level 4 - Code Diagrams​

                                                                  If we dig deeper, then we can see how each component is implemented as code use diagrams such as entity-relationship diagrams, class diagrams, etc.

                                                                  @@ -127,6 +127,6 @@

                                                                  Leve

                                                                  image

                                                                  C4 modeling is a great way to design software. Not just for documenting the software, but it allows us to dig into the problem from a top-down approach which allows clarity in thought leading to better solutions.

                                                                  C4 Modeling - Do you see what I see | by Ipinder Singh | Medium

                                                                  -

                                                                  The C4 model for visualising software architecture

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  The C4 model for visualising software architecture

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/computer-science/software-engineering/principles/index.html b/computer-science/software-engineering/principles/index.html index 4f21c5c7bce..437241919a0 100644 --- a/computer-science/software-engineering/principles/index.html +++ b/computer-science/software-engineering/principles/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/software-engineering/refactoring/index.html b/computer-science/software-engineering/refactoring/index.html index 352cc88f3ea..7b91826a066 100644 --- a/computer-science/software-engineering/refactoring/index.html +++ b/computer-science/software-engineering/refactoring/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/software-engineering/static-code-analysis/index.html b/computer-science/software-engineering/static-code-analysis/index.html index d2a552a9347..ab2db450a85 100644 --- a/computer-science/software-engineering/static-code-analysis/index.html +++ b/computer-science/software-engineering/static-code-analysis/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/computer-science/system-design/api-gateway/index.html b/computer-science/system-design/api-gateway/index.html index d0f5577b10c..af590cf1480 100644 --- a/computer-science/system-design/api-gateway/index.html +++ b/computer-science/system-design/api-gateway/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/system-design/architecture-guide/index.html b/computer-science/system-design/architecture-guide/index.html index 172bca044b6..35d5b0fd52b 100644 --- a/computer-science/system-design/architecture-guide/index.html +++ b/computer-science/system-design/architecture-guide/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/system-design/cloud-native/index.html b/computer-science/system-design/cloud-native/index.html index dcc2bfc962f..a1e2ae3821b 100644 --- a/computer-science/system-design/cloud-native/index.html +++ b/computer-science/system-design/cloud-native/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/system-design/enterprise-integration-patterns/index.html b/computer-science/system-design/enterprise-integration-patterns/index.html index bd0cb821260..d0d0d5ea969 100644 --- a/computer-science/system-design/enterprise-integration-patterns/index.html +++ b/computer-science/system-design/enterprise-integration-patterns/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/computer-science/system-design/message-queues/index.html b/computer-science/system-design/message-queues/index.html index 94010b7e58d..d5e482f449c 100644 --- a/computer-science/system-design/message-queues/index.html +++ b/computer-science/system-design/message-queues/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/system-design/microservice-architecture/design-patterns/index.html b/computer-science/system-design/microservice-architecture/design-patterns/index.html index 8e277f0cbe0..03840d08b9c 100644 --- a/computer-science/system-design/microservice-architecture/design-patterns/index.html +++ b/computer-science/system-design/microservice-architecture/design-patterns/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/system-design/microservice-architecture/domain-driven-design/index.html b/computer-science/system-design/microservice-architecture/domain-driven-design/index.html index 4075072a92e..d770570873e 100644 --- a/computer-science/system-design/microservice-architecture/domain-driven-design/index.html +++ b/computer-science/system-design/microservice-architecture/domain-driven-design/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/system-design/microservice-architecture/example/index.html b/computer-science/system-design/microservice-architecture/example/index.html index 29427b51741..7fd8686eb46 100644 --- a/computer-science/system-design/microservice-architecture/example/index.html +++ b/computer-science/system-design/microservice-architecture/example/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/system-design/microservice-architecture/index.html b/computer-science/system-design/microservice-architecture/index.html index f1d513052f0..d6a899da50e 100644 --- a/computer-science/system-design/microservice-architecture/index.html +++ b/computer-science/system-design/microservice-architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/system-design/microservice-architecture/intro/index.html b/computer-science/system-design/microservice-architecture/intro/index.html index 169b0f87fc2..d25466774d5 100644 --- a/computer-science/system-design/microservice-architecture/intro/index.html +++ b/computer-science/system-design/microservice-architecture/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/system-design/n-tier-application-architecture/index.html b/computer-science/system-design/n-tier-application-architecture/index.html index 7dc039224d4..6eb6f790da0 100644 --- a/computer-science/system-design/n-tier-application-architecture/index.html +++ b/computer-science/system-design/n-tier-application-architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/system-design/others/index.html b/computer-science/system-design/others/index.html index 40f5157cbf1..c2287aabb5b 100644 --- a/computer-science/system-design/others/index.html +++ b/computer-science/system-design/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/system-design/rate-limiting/index.html b/computer-science/system-design/rate-limiting/index.html index b4190332c8f..c81aa56c769 100644 --- a/computer-science/system-design/rate-limiting/index.html +++ b/computer-science/system-design/rate-limiting/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/computer-science/system-design/reactive-microservices-manifesto/index.html b/computer-science/system-design/reactive-microservices-manifesto/index.html index 450e7fa6457..5844e540af8 100644 --- a/computer-science/system-design/reactive-microservices-manifesto/index.html +++ b/computer-science/system-design/reactive-microservices-manifesto/index.html @@ -19,8 +19,8 @@ - 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                                                                  Question 16Correct. The ProvisionedThroughputExceededException is caused by the capacity quotas of the data stream exceeding its provisioned amount. A sustained rise of the stream's output data rate can cause this issue. A solution that retries the Kinesis application will eventually lead to completions of the requests.

                                                                  Question 17​

                                                                  A finance company is storing paid invoices in an Amazon S3 bucket. After the invoices are uploaded, an AWS Lambda function uses Amazon Textract to process the PDF data and persist the data to Amazon DynamoDB. Currently, the Lambda execution role has the following S3 permission:

                                                                  -
                                                                  {
                                                                      "Version": "2012-10-17",
                                                                      "Statement": [
                                                                          {
                                                                              "Sid": "ExampleStmt",
                                                                              "Action": ["s3:*”],
                                                                              "Effect": "Allow",
                                                                              "Resource": ["*"]
                                                                          }
                                                                      ]
                                                                  }
                                                                  +
                                                                  {
                                                                      "Version": "2012-10-17",
                                                                      "Statement": [
                                                                          {
                                                                              "Sid": "ExampleStmt",
                                                                              "Action": ["s3:*"],
                                                                              "Effect": "Allow",
                                                                              "Resource": ["*"]
                                                                          }
                                                                      ]
                                                                  }

                                                                  The company wants to correct the role permissions specific to Amazon S3 according to security best practices.

                                                                  Which solution will meet these requirements?

                                                                  -

                                                                  Incorrect. A solution that attaches resource policies to the S3 buckets would not allow the AWS Glue jobs to access either of the buckets in this scenario. You need to grant permissions to AWS Glue for AWS Glue to be able to access other AWS services, including Amazon S3.

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                                                                  +

                                                                  Incorrect. A solution that attaches resource policies to the S3 buckets would not allow the AWS Glue jobs to access either of the buckets in this scenario. You need to grant permissions to AWS Glue for AWS Glue to be able to access other AWS services, including Amazon S3.

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
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                                                                  Eight Key Data Structures That Power Modern Databases​

                                                                  • Skiplist: a common in-memory index type. Used in Redis
                                                                    • -
                                                                  • Hash index: a very common implementation of the “Map” data structure (or “Collection”)
                                                                    • -
                                                                  • SSTable: immutable on-disk “Map” implementation
                                                                    • +
                                                                  • Hash index: a very common implementation of the "Map" data structure (or "Collection")
                                                                    • +
                                                                  • SSTable: immutable on-disk "Map" implementation
                                                                  • LSM tree: Skiplist + SSTable. High write throughput
                                                                  • B-tree: disk-based solution. Consistent read/write performance
                                                                  • Inverted index: used for document indexing. Used in Lucene
                                                                  • Suffix tree: for string pattern search
                                                                  • R-tree: multi-dimension search, such as finding the nearest neighbor
                                                                  -

                                                                  8 data structures that power your databases

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  8 data structures that power your databases

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/data-structures/others/large-objects/index.html b/data-structures/others/large-objects/index.html index 275863b3d86..8068ac9caff 100644 --- a/data-structures/others/large-objects/index.html +++ b/data-structures/others/large-objects/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/data-structures/others/lsm-log-structured-merge-trees/index.html b/data-structures/others/lsm-log-structured-merge-trees/index.html index 03c49971879..b576b24174a 100644 --- a/data-structures/others/lsm-log-structured-merge-trees/index.html +++ b/data-structures/others/lsm-log-structured-merge-trees/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/data-structures/others/sstables-sorted-string-tables/index.html b/data-structures/others/sstables-sorted-string-tables/index.html index 9318546642e..2ca98558f08 100644 --- a/data-structures/others/sstables-sorted-string-tables/index.html +++ b/data-structures/others/sstables-sorted-string-tables/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/databases/concepts/comparisions/index.html b/databases/concepts/comparisions/index.html index 90624ec4d93..a715707eed7 100644 --- a/databases/concepts/comparisions/index.html +++ b/databases/concepts/comparisions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/concepts/concurrency-control/index.html b/databases/concepts/concurrency-control/index.html index 509816327c0..2b3ccc145d2 100644 --- a/databases/concepts/concurrency-control/index.html +++ b/databases/concepts/concurrency-control/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/concepts/core-concepts/index.html b/databases/concepts/core-concepts/index.html index fa5ffa92446..11418e83eb3 100644 --- a/databases/concepts/core-concepts/index.html +++ b/databases/concepts/core-concepts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/concepts/database-workloads/index.html b/databases/concepts/database-workloads/index.html index 21d02e1e67d..3dfb45b67d2 100644 --- a/databases/concepts/database-workloads/index.html +++ b/databases/concepts/database-workloads/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/concepts/disk-oriented-vs-in-memory-dbs/index.html b/databases/concepts/disk-oriented-vs-in-memory-dbs/index.html index b20e97c82b4..cdde3f77d9a 100644 --- a/databases/concepts/disk-oriented-vs-in-memory-dbs/index.html +++ b/databases/concepts/disk-oriented-vs-in-memory-dbs/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/concepts/history/index.html b/databases/concepts/history/index.html index a457db3b822..8a19d0703da 100644 --- a/databases/concepts/history/index.html +++ b/databases/concepts/history/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/concepts/index.html b/databases/concepts/index.html index 9d4eb436a91..93c57f3ae67 100644 --- a/databases/concepts/index.html +++ b/databases/concepts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/concepts/intro/index.html b/databases/concepts/intro/index.html index c50cf2d7b1b..8e289ca68cf 100644 --- a/databases/concepts/intro/index.html +++ b/databases/concepts/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/concepts/isolation-levels/index.html b/databases/concepts/isolation-levels/index.html index eda28728f08..74bd60e9b3b 100644 --- a/databases/concepts/isolation-levels/index.html +++ b/databases/concepts/isolation-levels/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/concepts/mvcc-multiversion-concurrency-control/index.html b/databases/concepts/mvcc-multiversion-concurrency-control/index.html index 2d7b3b2c7d8..9d244ed952c 100644 --- a/databases/concepts/mvcc-multiversion-concurrency-control/index.html +++ b/databases/concepts/mvcc-multiversion-concurrency-control/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/concepts/others/index.html b/databases/concepts/others/index.html index 971615a9115..1f516ea8edf 100644 --- a/databases/concepts/others/index.html +++ b/databases/concepts/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/concepts/rum-conjecture/index.html b/databases/concepts/rum-conjecture/index.html index 55d74eb0b7f..3c1fc1b7aff 100644 --- a/databases/concepts/rum-conjecture/index.html +++ b/databases/concepts/rum-conjecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/concepts/types-of-databases/index.html b/databases/concepts/types-of-databases/index.html index 1edd46c3180..1c949148b6f 100644 --- a/databases/concepts/types-of-databases/index.html +++ b/databases/concepts/types-of-databases/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/bigquery/architecture/index.html b/databases/data-warehouses/bigquery/architecture/index.html index a99508880f1..a473915a31e 100644 --- a/databases/data-warehouses/bigquery/architecture/index.html +++ b/databases/data-warehouses/bigquery/architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/bigquery/documentation/index.html b/databases/data-warehouses/bigquery/documentation/index.html index 17f85509435..b9e700b5736 100644 --- a/databases/data-warehouses/bigquery/documentation/index.html +++ b/databases/data-warehouses/bigquery/documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/bigquery/index.html b/databases/data-warehouses/bigquery/index.html index 7f31ebe75cf..271d42bdcab 100644 --- a/databases/data-warehouses/bigquery/index.html +++ b/databases/data-warehouses/bigquery/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/bigquery/interview-questions/index.html b/databases/data-warehouses/bigquery/interview-questions/index.html index 03f7f1a6c47..36c25b3a60d 100644 --- a/databases/data-warehouses/bigquery/interview-questions/index.html +++ b/databases/data-warehouses/bigquery/interview-questions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/bigquery/modeling/index.html b/databases/data-warehouses/bigquery/modeling/index.html index 66a587938e5..aadc0c23833 100644 --- a/databases/data-warehouses/bigquery/modeling/index.html +++ b/databases/data-warehouses/bigquery/modeling/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/bigquery/optimizations/index.html b/databases/data-warehouses/bigquery/optimizations/index.html index 2f3a1d27048..6666b78c248 100644 --- a/databases/data-warehouses/bigquery/optimizations/index.html +++ b/databases/data-warehouses/bigquery/optimizations/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/bigquery/queries/index.html b/databases/data-warehouses/bigquery/queries/index.html index 1d123e9f4ff..7af8b99e4a2 100644 --- a/databases/data-warehouses/bigquery/queries/index.html +++ b/databases/data-warehouses/bigquery/queries/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/bigquery/query-optimizations/index.html b/databases/data-warehouses/bigquery/query-optimizations/index.html index e46cbc87908..e45900e0026 100644 --- a/databases/data-warehouses/bigquery/query-optimizations/index.html +++ b/databases/data-warehouses/bigquery/query-optimizations/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/bigquery/slots/index.html b/databases/data-warehouses/bigquery/slots/index.html index d5964bed6e5..fa174759329 100644 --- a/databases/data-warehouses/bigquery/slots/index.html +++ b/databases/data-warehouses/bigquery/slots/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/bigquery/storage-optimizations/index.html b/databases/data-warehouses/bigquery/storage-optimizations/index.html index 292e506f70b..eb1e8523a93 100644 --- a/databases/data-warehouses/bigquery/storage-optimizations/index.html +++ b/databases/data-warehouses/bigquery/storage-optimizations/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/clickhouse/index.html b/databases/data-warehouses/clickhouse/index.html index 0cd6de3cb87..07860c4e1b0 100644 --- a/databases/data-warehouses/clickhouse/index.html +++ b/databases/data-warehouses/clickhouse/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/comparisions/index.html b/databases/data-warehouses/comparisions/index.html index db10041ca3e..f8b1758479e 100644 --- a/databases/data-warehouses/comparisions/index.html +++ b/databases/data-warehouses/comparisions/index.html @@ -19,8 +19,8 @@ - - + + @@ -101,9 +101,9 @@

                                                                  Comparison of the Open Source OLAP Systems for Big Data: ClickHouse, Druid, and Pinot | by Roman Leventov | Medium​

                                                                  ClickHouse, Druid and Pinot have fundamentally similar architecture, and their own niche between general-purpose Big Data processing frameworks such as Impala, Presto, Spark, and columnar databases with proper support for unique primary keys, point updates and deletes, such as InfluxDB.

                                                                  Among those three systems, ClickHouse stands a little apart from Druid and Pinot, while the latter two are almost identical, they are pretty much two independently developed implementations of exactly the same system.

                                                                  -

                                                                  ClickHouse more resembles “traditional” databases like PostgreSQL. A single-node installation of ClickHouse is possible. On small scale (less than 1 TB of memory, less than 100 CPU cores) ClickHouse is much more interesting than Druid or Pinot, if you still want to compare with them, because ClickHouse is simpler and has less moving parts and services. I would say that it competes with InfluxDB or Prometheus on this scale, rather than with Druid or Pinot.

                                                                  -

                                                                  Druid and Pinot more resemble other Big Data systems in the Hadoop ecosystem. They retain “self-driving” properties even on very large scale (more than 500 nodes), while ClickHouse requires a lot of attention of professional SREs. Also, Druid and Pinot are in the better position to optimize for infrastructure costs of large clusters, and better suited for the cloud environments, than ClickHouse.

                                                                  +

                                                                  ClickHouse more resembles "traditional" databases like PostgreSQL. A single-node installation of ClickHouse is possible. On small scale (less than 1 TB of memory, less than 100 CPU cores) ClickHouse is much more interesting than Druid or Pinot, if you still want to compare with them, because ClickHouse is simpler and has less moving parts and services. I would say that it competes with InfluxDB or Prometheus on this scale, rather than with Druid or Pinot.

                                                                  +

                                                                  Druid and Pinot more resemble other Big Data systems in the Hadoop ecosystem. They retain "self-driving" properties even on very large scale (more than 500 nodes), while ClickHouse requires a lot of attention of professional SREs. Also, Druid and Pinot are in the better position to optimize for infrastructure costs of large clusters, and better suited for the cloud environments, than ClickHouse.

                                                                  The only sustainable difference between Druid and Pinot is that Pinot depends on Helix framework and going to continue to depend on ZooKeeper, while Druid could move away from the dependency on ZooKeeper. On the other hand, Druid installations are going to continue to depend on the presence of some SQL database.

                                                                  -

                                                                  Currently Pinot is optimized better than Druid.

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  Currently Pinot is optimized better than Druid.

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/data-warehouses/concepts/01-intro/index.html b/databases/data-warehouses/concepts/01-intro/index.html index ecb9ff79d59..9eb185e7e1b 100644 --- a/databases/data-warehouses/concepts/01-intro/index.html +++ b/databases/data-warehouses/concepts/01-intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/02-concepts/index.html b/databases/data-warehouses/concepts/02-concepts/index.html index 8dfe22bcf98..17bf59ffe0b 100644 --- a/databases/data-warehouses/concepts/02-concepts/index.html +++ b/databases/data-warehouses/concepts/02-concepts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/03-slowly-changing-dimension-scd/index.html b/databases/data-warehouses/concepts/03-slowly-changing-dimension-scd/index.html index c03185be7dc..298aa7b0363 100644 --- a/databases/data-warehouses/concepts/03-slowly-changing-dimension-scd/index.html +++ b/databases/data-warehouses/concepts/03-slowly-changing-dimension-scd/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/04-fact-dimension-tables/index.html b/databases/data-warehouses/concepts/04-fact-dimension-tables/index.html index 8a9e22f64ef..ac76b1eaaa7 100644 --- a/databases/data-warehouses/concepts/04-fact-dimension-tables/index.html +++ b/databases/data-warehouses/concepts/04-fact-dimension-tables/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/05-characteristics/index.html b/databases/data-warehouses/concepts/05-characteristics/index.html index 33d240155b2..c0b6c1833ed 100644 --- a/databases/data-warehouses/concepts/05-characteristics/index.html +++ b/databases/data-warehouses/concepts/05-characteristics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/06-architecture/index.html b/databases/data-warehouses/concepts/06-architecture/index.html index 446a3b13cd8..d0f4f8c6e71 100644 --- a/databases/data-warehouses/concepts/06-architecture/index.html +++ b/databases/data-warehouses/concepts/06-architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/07-warehouse-schemas/index.html b/databases/data-warehouses/concepts/07-warehouse-schemas/index.html index 8c56f64c2d5..a494c5284a2 100644 --- a/databases/data-warehouses/concepts/07-warehouse-schemas/index.html +++ b/databases/data-warehouses/concepts/07-warehouse-schemas/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/08-data-lake/index.html b/databases/data-warehouses/concepts/08-data-lake/index.html index 88dc49d3218..6d16f2e8faa 100644 --- a/databases/data-warehouses/concepts/08-data-lake/index.html +++ b/databases/data-warehouses/concepts/08-data-lake/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/09-kimball-inmon-architecture/index.html b/databases/data-warehouses/concepts/09-kimball-inmon-architecture/index.html index 2730583d97f..e69d8ddf553 100644 --- a/databases/data-warehouses/concepts/09-kimball-inmon-architecture/index.html +++ b/databases/data-warehouses/concepts/09-kimball-inmon-architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/10-lambda-architecture/index.html b/databases/data-warehouses/concepts/10-lambda-architecture/index.html index ee547835e58..7cc1851663e 100644 --- a/databases/data-warehouses/concepts/10-lambda-architecture/index.html +++ b/databases/data-warehouses/concepts/10-lambda-architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/change-data-capture-cdc/index.html b/databases/data-warehouses/concepts/change-data-capture-cdc/index.html index 9823b6e3e43..30465e5b429 100644 --- a/databases/data-warehouses/concepts/change-data-capture-cdc/index.html +++ b/databases/data-warehouses/concepts/change-data-capture-cdc/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/data-engineering/index.html b/databases/data-warehouses/concepts/data-engineering/index.html index 800a95b8b0e..70bf1158c4b 100644 --- a/databases/data-warehouses/concepts/data-engineering/index.html +++ b/databases/data-warehouses/concepts/data-engineering/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/debezium/index.html b/databases/data-warehouses/concepts/debezium/index.html index b9187e554be..d4f3596effb 100644 --- a/databases/data-warehouses/concepts/debezium/index.html +++ b/databases/data-warehouses/concepts/debezium/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/etl-extract-transform-load/index.html b/databases/data-warehouses/concepts/etl-extract-transform-load/index.html index a2bd723d275..a8fff2cc37a 100644 --- a/databases/data-warehouses/concepts/etl-extract-transform-load/index.html +++ b/databases/data-warehouses/concepts/etl-extract-transform-load/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/index.html b/databases/data-warehouses/concepts/index.html index a751f1ceae7..f991ebfe439 100644 --- a/databases/data-warehouses/concepts/index.html +++ b/databases/data-warehouses/concepts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/master-data-management-mdm/index.html b/databases/data-warehouses/concepts/master-data-management-mdm/index.html index acf1459282e..25f7b4a54b3 100644 --- a/databases/data-warehouses/concepts/master-data-management-mdm/index.html +++ b/databases/data-warehouses/concepts/master-data-management-mdm/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/concepts/tools/index.html b/databases/data-warehouses/concepts/tools/index.html index 243a077797a..11d370903fa 100644 --- a/databases/data-warehouses/concepts/tools/index.html +++ b/databases/data-warehouses/concepts/tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/databricks/01-databricks/index.html b/databases/data-warehouses/databricks/01-databricks/index.html index 34f0631920f..3b0b1f82f0f 100644 --- a/databases/data-warehouses/databricks/01-databricks/index.html +++ b/databases/data-warehouses/databricks/01-databricks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/databricks/02-databricks-getting-started/index.html b/databases/data-warehouses/databricks/02-databricks-getting-started/index.html index 243707dc3e1..d4028b9d75f 100644 --- a/databases/data-warehouses/databricks/02-databricks-getting-started/index.html +++ b/databases/data-warehouses/databricks/02-databricks-getting-started/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/databricks/03-optimizations/index.html b/databases/data-warehouses/databricks/03-optimizations/index.html index 7ddd14f8763..b1e611d6160 100644 --- a/databases/data-warehouses/databricks/03-optimizations/index.html +++ b/databases/data-warehouses/databricks/03-optimizations/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/databricks/04-workflow/index.html b/databases/data-warehouses/databricks/04-workflow/index.html index cece890d6d7..81836fc87a9 100644 --- a/databases/data-warehouses/databricks/04-workflow/index.html +++ b/databases/data-warehouses/databricks/04-workflow/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/databricks/10-medallion-architecture/index.html b/databases/data-warehouses/databricks/10-medallion-architecture/index.html index ee1cd80b369..6dcca41fd1e 100644 --- a/databases/data-warehouses/databricks/10-medallion-architecture/index.html +++ b/databases/data-warehouses/databricks/10-medallion-architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/databricks/20-delta-live-tables/index.html b/databases/data-warehouses/databricks/20-delta-live-tables/index.html index 0602db6b5da..887bfb3bab8 100644 --- a/databases/data-warehouses/databricks/20-delta-live-tables/index.html +++ b/databases/data-warehouses/databricks/20-delta-live-tables/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/databricks/30-unity-catalog/index.html b/databases/data-warehouses/databricks/30-unity-catalog/index.html index be5db0dafdf..8997f125ddc 100644 --- a/databases/data-warehouses/databricks/30-unity-catalog/index.html +++ b/databases/data-warehouses/databricks/30-unity-catalog/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/databricks/40-databricks-commands/index.html b/databases/data-warehouses/databricks/40-databricks-commands/index.html index d1fdc2367af..7f1ea943174 100644 --- a/databases/data-warehouses/databricks/40-databricks-commands/index.html +++ b/databases/data-warehouses/databricks/40-databricks-commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/databricks/99-others/index.html b/databases/data-warehouses/databricks/99-others/index.html index c8dcd84c05e..1ee0e40fc1f 100644 --- a/databases/data-warehouses/databricks/99-others/index.html +++ b/databases/data-warehouses/databricks/99-others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/databricks/index.html b/databases/data-warehouses/databricks/index.html index f874aa6bf93..9d01bf8d8f2 100644 --- a/databases/data-warehouses/databricks/index.html +++ b/databases/data-warehouses/databricks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/index.html b/databases/data-warehouses/index.html index 03aa98135d5..6fd7e8010a9 100644 --- a/databases/data-warehouses/index.html +++ b/databases/data-warehouses/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/list-of-data-warehouses/index.html b/databases/data-warehouses/list-of-data-warehouses/index.html index 3158e42561f..07160deed74 100644 --- a/databases/data-warehouses/list-of-data-warehouses/index.html +++ b/databases/data-warehouses/list-of-data-warehouses/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/snowflake/architecture/index.html b/databases/data-warehouses/snowflake/architecture/index.html index baa49ef5049..c5b8d6f470f 100644 --- a/databases/data-warehouses/snowflake/architecture/index.html +++ b/databases/data-warehouses/snowflake/architecture/index.html @@ -19,8 +19,8 @@ - - + + @@ -51,7 +51,7 @@

                                                                  Database St

                                                                  When data is loaded into Snowflake, Snowflake reorganizes that data into its internal optimized, compressed, columnar format. Snowflake stores this optimized data in cloud storage.

                                                                  Snowflake manages all aspects of how this data is stored - the organization, file size, structure, compression, metadata, statistics, and other aspects of data storage are handled by Snowflake. The data objects stored by Snowflake are not directly visible nor accessible by customers; they are only accessible through SQL query operations run using Snowflake.

                                                                  Query Processing​

                                                                  -

                                                                  Query execution is performed in the processing layer. Snowflake processes queries using “virtual warehouses”. Each virtual warehouse is an MPP compute cluster composed of multiple compute nodes allocated by Snowflake from a cloud provider.

                                                                  +

                                                                  Query execution is performed in the processing layer. Snowflake processes queries using "virtual warehouses". Each virtual warehouse is an MPP compute cluster composed of multiple compute nodes allocated by Snowflake from a cloud provider.

                                                                  Each virtual warehouse is an independent compute cluster that does not share compute resources with other virtual warehouses. As a result, each virtual warehouse has no impact on the performance of other virtual warehouses.

                                                                  A virtual warehouse is essentially a set of resources (compute clusters) that are used to process queries. It can be scaled up or down based on the workload requirements. The concept of virtual warehouses contributes to workload isolation by allowing different workloads or user groups to have dedicated resources for their queries, preventing resource contention. It also aids optimization as you can allocate the appropriate amount of resources to meet the performance needs of specific tasks.

                                                                  Cloud Services​

                                                                  @@ -96,6 +96,6 @@

                                                                  4. Cen

                                                                  Key Concepts & Architecture | Snowflake Documentation

                                                                  Overview of Key Features | Snowflake Documentation

                                                                  -

                                                                  How FoundationDB Powers Snowflake Metadata Forward - Blog

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  How FoundationDB Powers Snowflake Metadata Forward - Blog

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/data-warehouses/snowflake/commands/index.html b/databases/data-warehouses/snowflake/commands/index.html index d70c8074c47..8b6efc9e650 100644 --- a/databases/data-warehouses/snowflake/commands/index.html +++ b/databases/data-warehouses/snowflake/commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/snowflake/compute/index.html b/databases/data-warehouses/snowflake/compute/index.html index a6e409f7561..ae97c8d1c4f 100644 --- a/databases/data-warehouses/snowflake/compute/index.html +++ b/databases/data-warehouses/snowflake/compute/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/snowflake/documentation/index.html b/databases/data-warehouses/snowflake/documentation/index.html index b263f2186c4..d5041aa8dd2 100644 --- a/databases/data-warehouses/snowflake/documentation/index.html +++ b/databases/data-warehouses/snowflake/documentation/index.html @@ -19,8 +19,8 @@ - - + + @@ -624,7 +624,7 @@

                                                                  Optimizing Storage for Performance

                                                                  Memory Spillage​

                                                                  -

                                                                  Performance degrades drastically when a warehouse runs out of memory while executing a query because memory bytes must “spill” onto local disk storage. If the query requires even more memory, it spills onto remote cloud-provider storage, which results in even worse performance.

                                                                  +

                                                                  Performance degrades drastically when a warehouse runs out of memory while executing a query because memory bytes must "spill" onto local disk storage. If the query requires even more memory, it spills onto remote cloud-provider storage, which results in even worse performance.

                                                                  Options for Resolving Memory Spillage​

                                                                  When memory spillage is the issue, you can convert your existing warehouse to a Snowpark-optimized warehouse, which provides 16x more memory per node and 10x the local cache compared to a standard warehouse. Though a larger warehouse also has more memory available, a query might not require its expanded compute resources.

                                                                  If you want to try resolving the spillage of a query without adjusting the warehouse that runs it, use the Query Profile to identify which operation nodes are causing the spillage.

                                                                  @@ -655,6 +655,6 @@

                                                                  Attributing Cost
                                                                72. Controlling Cost
                                                                  73. -
                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +
                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/data-warehouses/snowflake/governance/index.html b/databases/data-warehouses/snowflake/governance/index.html index 17df9f3846a..ff58522a0b0 100644 --- a/databases/data-warehouses/snowflake/governance/index.html +++ b/databases/data-warehouses/snowflake/governance/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/snowflake/index.html b/databases/data-warehouses/snowflake/index.html index b737ea4ccbd..3340d7b07c6 100644 --- a/databases/data-warehouses/snowflake/index.html +++ b/databases/data-warehouses/snowflake/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/snowflake/ingestion/index.html b/databases/data-warehouses/snowflake/ingestion/index.html index f10eacb7e33..ba344b201f4 100644 --- a/databases/data-warehouses/snowflake/ingestion/index.html +++ b/databases/data-warehouses/snowflake/ingestion/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/snowflake/intro/index.html b/databases/data-warehouses/snowflake/intro/index.html index bfca3b98b54..4d464971043 100644 --- a/databases/data-warehouses/snowflake/intro/index.html +++ b/databases/data-warehouses/snowflake/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/snowflake/optimizations/index.html b/databases/data-warehouses/snowflake/optimizations/index.html index 1e17005a8fb..40b1a5f1345 100644 --- a/databases/data-warehouses/snowflake/optimizations/index.html +++ b/databases/data-warehouses/snowflake/optimizations/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/snowflake/recovery/index.html b/databases/data-warehouses/snowflake/recovery/index.html index 9abe05b5a19..cad30d40d96 100644 --- a/databases/data-warehouses/snowflake/recovery/index.html +++ b/databases/data-warehouses/snowflake/recovery/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/snowflake/stages/index.html b/databases/data-warehouses/snowflake/stages/index.html index a6bc85a627d..872f77b12c1 100644 --- a/databases/data-warehouses/snowflake/stages/index.html +++ b/databases/data-warehouses/snowflake/stages/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/data-warehouses/snowflake/terms/index.html b/databases/data-warehouses/snowflake/terms/index.html index 17b963fbaac..4b87937c954 100644 --- a/databases/data-warehouses/snowflake/terms/index.html +++ b/databases/data-warehouses/snowflake/terms/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/index.html b/databases/index.html index 76f5a9b1344..e944d6ebb16 100644 --- a/databases/index.html +++ b/databases/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/indexing/database-index/index.html b/databases/indexing/database-index/index.html index 2b54dc617c4..4325c17e09d 100644 --- a/databases/indexing/database-index/index.html +++ b/databases/indexing/database-index/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/indexing/index.html b/databases/indexing/index.html index 6eb4a594623..777e8bf1d13 100644 --- a/databases/indexing/index.html +++ b/databases/indexing/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/indexing/indexing-questions/index.html b/databases/indexing/indexing-questions/index.html index 971ea006f5d..3031faa1088 100644 --- a/databases/indexing/indexing-questions/index.html +++ b/databases/indexing/indexing-questions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/indexing/intro/index.html b/databases/indexing/intro/index.html index c1bc353c80b..8a01cc8a204 100644 --- a/databases/indexing/intro/index.html +++ b/databases/indexing/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/indexing/inverted-index/index.html b/databases/indexing/inverted-index/index.html index b6a382b5f8e..9e687177066 100644 --- a/databases/indexing/inverted-index/index.html +++ b/databases/indexing/inverted-index/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/indexing/mysql-indexing/index.html b/databases/indexing/mysql-indexing/index.html index 09a2b198437..6a807f5cf0f 100644 --- a/databases/indexing/mysql-indexing/index.html +++ b/databases/indexing/mysql-indexing/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/modeling/data-modeling/index.html b/databases/modeling/data-modeling/index.html index dba34978427..01961559f03 100644 --- a/databases/modeling/data-modeling/index.html +++ b/databases/modeling/data-modeling/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/modeling/er-diagrams-entity-relationships/index.html b/databases/modeling/er-diagrams-entity-relationships/index.html index 7c46400939b..2f787731015 100644 --- a/databases/modeling/er-diagrams-entity-relationships/index.html +++ b/databases/modeling/er-diagrams-entity-relationships/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/modeling/er-tools/index.html b/databases/modeling/er-tools/index.html index 9a9e95621a6..fd23004d2c7 100644 --- a/databases/modeling/er-tools/index.html +++ b/databases/modeling/er-tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/modeling/index.html b/databases/modeling/index.html index 295f9d48b60..e954f1729cc 100644 --- a/databases/modeling/index.html +++ b/databases/modeling/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/aws-dynamodb/capacity-modes/index.html b/databases/nosql-databases/aws-dynamodb/capacity-modes/index.html index 08155d22b31..fcbad480332 100644 --- a/databases/nosql-databases/aws-dynamodb/capacity-modes/index.html +++ b/databases/nosql-databases/aws-dynamodb/capacity-modes/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/aws-dynamodb/cheatsheet/index.html b/databases/nosql-databases/aws-dynamodb/cheatsheet/index.html index 3df87b5ad92..235fc4d15a3 100644 --- a/databases/nosql-databases/aws-dynamodb/cheatsheet/index.html +++ b/databases/nosql-databases/aws-dynamodb/cheatsheet/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/aws-dynamodb/core-components/index.html b/databases/nosql-databases/aws-dynamodb/core-components/index.html index 89bf0443907..96df3d09066 100644 --- a/databases/nosql-databases/aws-dynamodb/core-components/index.html +++ b/databases/nosql-databases/aws-dynamodb/core-components/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/aws-dynamodb/documentation/index.html b/databases/nosql-databases/aws-dynamodb/documentation/index.html index 959b5bc7377..b05452afccf 100644 --- a/databases/nosql-databases/aws-dynamodb/documentation/index.html +++ b/databases/nosql-databases/aws-dynamodb/documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/aws-dynamodb/index.html b/databases/nosql-databases/aws-dynamodb/index.html index 4d7f09ce795..720e916dbf4 100644 --- a/databases/nosql-databases/aws-dynamodb/index.html +++ b/databases/nosql-databases/aws-dynamodb/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/aws-dynamodb/intro/index.html b/databases/nosql-databases/aws-dynamodb/intro/index.html index 1fe39e4b608..3aed186e143 100644 --- a/databases/nosql-databases/aws-dynamodb/intro/index.html +++ b/databases/nosql-databases/aws-dynamodb/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/aws-dynamodb/others/index.html b/databases/nosql-databases/aws-dynamodb/others/index.html index 29727c3aa34..3238ef46001 100644 --- a/databases/nosql-databases/aws-dynamodb/others/index.html +++ b/databases/nosql-databases/aws-dynamodb/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/aws-dynamodb/table-classes/index.html b/databases/nosql-databases/aws-dynamodb/table-classes/index.html index c4c672dedbb..73ba980c506 100644 --- a/databases/nosql-databases/aws-dynamodb/table-classes/index.html +++ b/databases/nosql-databases/aws-dynamodb/table-classes/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/aws-dynamodb/working/index.html b/databases/nosql-databases/aws-dynamodb/working/index.html index c2aecff7c9e..a7d32be5b09 100644 --- a/databases/nosql-databases/aws-dynamodb/working/index.html +++ b/databases/nosql-databases/aws-dynamodb/working/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/cassandra/commands/index.html b/databases/nosql-databases/cassandra/commands/index.html index a8e7c80b57d..62d655b4608 100644 --- a/databases/nosql-databases/cassandra/commands/index.html +++ b/databases/nosql-databases/cassandra/commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/cassandra/consistency/index.html b/databases/nosql-databases/cassandra/consistency/index.html index 1c4c2c3af75..89ded485068 100644 --- a/databases/nosql-databases/cassandra/consistency/index.html +++ b/databases/nosql-databases/cassandra/consistency/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/cassandra/cql-cassandra-query-language/index.html b/databases/nosql-databases/cassandra/cql-cassandra-query-language/index.html index 33f9cd24b0f..072e1b17179 100644 --- a/databases/nosql-databases/cassandra/cql-cassandra-query-language/index.html +++ b/databases/nosql-databases/cassandra/cql-cassandra-query-language/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/cassandra/data-model/index.html b/databases/nosql-databases/cassandra/data-model/index.html index 0b1dce74ffe..3461234fbef 100644 --- a/databases/nosql-databases/cassandra/data-model/index.html +++ b/databases/nosql-databases/cassandra/data-model/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/cassandra/design/index.html b/databases/nosql-databases/cassandra/design/index.html index 87efda508ac..be6902a47ba 100644 --- a/databases/nosql-databases/cassandra/design/index.html +++ b/databases/nosql-databases/cassandra/design/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/cassandra/drivers-clients/index.html b/databases/nosql-databases/cassandra/drivers-clients/index.html index 000cadee5e6..58306b02083 100644 --- a/databases/nosql-databases/cassandra/drivers-clients/index.html +++ b/databases/nosql-databases/cassandra/drivers-clients/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/cassandra/index.html b/databases/nosql-databases/cassandra/index.html index 8829b5acd6a..378565ec39b 100644 --- a/databases/nosql-databases/cassandra/index.html +++ b/databases/nosql-databases/cassandra/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/cassandra/intro/index.html b/databases/nosql-databases/cassandra/intro/index.html index 61de6f59f97..0a4ca2d9a45 100644 --- a/databases/nosql-databases/cassandra/intro/index.html +++ b/databases/nosql-databases/cassandra/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/cassandra/questions/index.html b/databases/nosql-databases/cassandra/questions/index.html index 5c2d7163ebc..f12c107088c 100644 --- a/databases/nosql-databases/cassandra/questions/index.html +++ b/databases/nosql-databases/cassandra/questions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/cassandra/working/index.html b/databases/nosql-databases/cassandra/working/index.html index 32e5aa03cc1..b85d277d4ed 100644 --- a/databases/nosql-databases/cassandra/working/index.html +++ b/databases/nosql-databases/cassandra/working/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/column-family/index.html b/databases/nosql-databases/column-family/index.html index ab0c17b6d1c..18d09555359 100644 --- a/databases/nosql-databases/column-family/index.html +++ b/databases/nosql-databases/column-family/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/comparisions/index.html b/databases/nosql-databases/comparisions/index.html index 88987b60db8..88ad4e684cd 100644 --- a/databases/nosql-databases/comparisions/index.html +++ b/databases/nosql-databases/comparisions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/druid/architecture/index.html b/databases/nosql-databases/druid/architecture/index.html index 815f50c225d..35ea074cb68 100644 --- a/databases/nosql-databases/druid/architecture/index.html +++ b/databases/nosql-databases/druid/architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/druid/cheatsheet/index.html b/databases/nosql-databases/druid/cheatsheet/index.html index 6cb96d50e25..8e3aa10dc44 100644 --- a/databases/nosql-databases/druid/cheatsheet/index.html +++ b/databases/nosql-databases/druid/cheatsheet/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/druid/commands/index.html b/databases/nosql-databases/druid/commands/index.html index 05c15967917..978859c7bd5 100644 --- a/databases/nosql-databases/druid/commands/index.html +++ b/databases/nosql-databases/druid/commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/druid/documentation/index.html b/databases/nosql-databases/druid/documentation/index.html index b1707a2a542..2e3e391e512 100644 --- a/databases/nosql-databases/druid/documentation/index.html +++ b/databases/nosql-databases/druid/documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/druid/faqs/index.html b/databases/nosql-databases/druid/faqs/index.html index 4e7827c2e11..5868223179d 100644 --- a/databases/nosql-databases/druid/faqs/index.html +++ b/databases/nosql-databases/druid/faqs/index.html @@ -19,8 +19,8 @@ - - + + @@ -61,7 +61,7 @@

                                                                  Is Druid in-memory?​​

                                                                  -

                                                                  The earliest iterations of Druid didn’t allow for data to be paged in from and out to disk, so it was often called an “in-memory” database. As Druid evolved, this limitation was removed. To provide a balance between hardware cost and query performance, Druid leverages memory-mapping to page data between disk and memory and extend the amount of data a single node can load up to the size of its disks.

                                                                  -

                                                                  Individual Historicals can be configured with the maximum amount of data they should be given. Coupled with the Coordinator’s ability to assign data to different “tiers” based on different query requirements, Druid is essentially a system that can be configured across a wide spectrum of performance requirements. All data can be in memory and processed, or data can be heavily over-committed compared to the amount of memory available. Druid can also support complex configurations, such as configuring the most recent month of data in memory, while everything else is over-committed.

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  The earliest iterations of Druid didn’t allow for data to be paged in from and out to disk, so it was often called an "in-memory" database. As Druid evolved, this limitation was removed. To provide a balance between hardware cost and query performance, Druid leverages memory-mapping to page data between disk and memory and extend the amount of data a single node can load up to the size of its disks.

                                                                  +

                                                                  Individual Historicals can be configured with the maximum amount of data they should be given. Coupled with the Coordinator’s ability to assign data to different "tiers" based on different query requirements, Druid is essentially a system that can be configured across a wide spectrum of performance requirements. All data can be in memory and processed, or data can be heavily over-committed compared to the amount of memory available. Druid can also support complex configurations, such as configuring the most recent month of data in memory, while everything else is over-committed.

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/nosql-databases/druid/index.html b/databases/nosql-databases/druid/index.html index 4662068d2d5..297a6fcf2ed 100644 --- a/databases/nosql-databases/druid/index.html +++ b/databases/nosql-databases/druid/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/druid/intro/index.html b/databases/nosql-databases/druid/intro/index.html index 98e8ecf209e..554ee15eba3 100644 --- a/databases/nosql-databases/druid/intro/index.html +++ b/databases/nosql-databases/druid/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/druid/others/index.html b/databases/nosql-databases/druid/others/index.html index b42e13288cc..eb06eae0476 100644 --- a/databases/nosql-databases/druid/others/index.html +++ b/databases/nosql-databases/druid/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/druid/paper/index.html b/databases/nosql-databases/druid/paper/index.html index 4ecc6dc3140..94686f8287d 100644 --- a/databases/nosql-databases/druid/paper/index.html +++ b/databases/nosql-databases/druid/paper/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/duckdb/index.html b/databases/nosql-databases/duckdb/index.html index ab17c6ba23b..8cfea56f0a7 100644 --- a/databases/nosql-databases/duckdb/index.html +++ b/databases/nosql-databases/duckdb/index.html @@ -19,8 +19,8 @@ - - + + @@ -51,12 +51,12 @@

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                                                                  On the other side of the partition, where the majority of nodes are, they also notice they're not getting heartbeats from the leader. Since they are the majority, they can elect a new leader among themselves.

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                                                                  \ No newline at end of file diff --git a/databases/nosql-databases/index.html b/databases/nosql-databases/index.html index 974bb1a1455..57cdf8ba691 100644 --- a/databases/nosql-databases/index.html +++ b/databases/nosql-databases/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/mongodb/commands/index.html b/databases/nosql-databases/mongodb/commands/index.html index 9746ee071c9..11cf5a4fc39 100644 --- a/databases/nosql-databases/mongodb/commands/index.html +++ b/databases/nosql-databases/mongodb/commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/mongodb/data-types/index.html b/databases/nosql-databases/mongodb/data-types/index.html index 3a26b69764f..af5f0e911cb 100644 --- a/databases/nosql-databases/mongodb/data-types/index.html +++ b/databases/nosql-databases/mongodb/data-types/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/mongodb/index.html b/databases/nosql-databases/mongodb/index.html index 2d312deebe5..ae7c0ee5b4e 100644 --- a/databases/nosql-databases/mongodb/index.html +++ b/databases/nosql-databases/mongodb/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/mongodb/indexes/index.html b/databases/nosql-databases/mongodb/indexes/index.html index 2574e6cc8a8..8cd24ac4a69 100644 --- a/databases/nosql-databases/mongodb/indexes/index.html +++ b/databases/nosql-databases/mongodb/indexes/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/mongodb/intro/index.html b/databases/nosql-databases/mongodb/intro/index.html index 55f233224da..4d94225fb0e 100644 --- a/databases/nosql-databases/mongodb/intro/index.html +++ b/databases/nosql-databases/mongodb/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/mongodb/others/index.html b/databases/nosql-databases/mongodb/others/index.html index 1c094198604..e919b6a91c3 100644 --- a/databases/nosql-databases/mongodb/others/index.html +++ b/databases/nosql-databases/mongodb/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/mongodb/overview/index.html b/databases/nosql-databases/mongodb/overview/index.html index f528b541fa8..b8e282c9d63 100644 --- a/databases/nosql-databases/mongodb/overview/index.html +++ b/databases/nosql-databases/mongodb/overview/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/mongodb/pymongo/index.html b/databases/nosql-databases/mongodb/pymongo/index.html index 5806e0441a4..48c3b73a2fb 100644 --- a/databases/nosql-databases/mongodb/pymongo/index.html +++ b/databases/nosql-databases/mongodb/pymongo/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/mongodb/questions/index.html b/databases/nosql-databases/mongodb/questions/index.html index 3649dd9d9c1..fb9face90e9 100644 --- a/databases/nosql-databases/mongodb/questions/index.html +++ b/databases/nosql-databases/mongodb/questions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/mongodb/read-write-concern/index.html b/databases/nosql-databases/mongodb/read-write-concern/index.html index ed4e4a7cef6..10033563a3a 100644 --- a/databases/nosql-databases/mongodb/read-write-concern/index.html +++ b/databases/nosql-databases/mongodb/read-write-concern/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/mongodb/sharding-replication/index.html b/databases/nosql-databases/mongodb/sharding-replication/index.html index a72026f8960..0f221bd243f 100644 --- a/databases/nosql-databases/mongodb/sharding-replication/index.html +++ b/databases/nosql-databases/mongodb/sharding-replication/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/mongodb/vector-search/index.html b/databases/nosql-databases/mongodb/vector-search/index.html index ce6755720b8..732386d85bd 100644 --- a/databases/nosql-databases/mongodb/vector-search/index.html +++ b/databases/nosql-databases/mongodb/vector-search/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/others/index.html b/databases/nosql-databases/others/index.html index 49ba601995c..641c58d7b2f 100644 --- a/databases/nosql-databases/others/index.html +++ b/databases/nosql-databases/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/best-practices/index.html b/databases/nosql-databases/redis/best-practices/index.html index d340a924469..4eb296c4c33 100644 --- a/databases/nosql-databases/redis/best-practices/index.html +++ b/databases/nosql-databases/redis/best-practices/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/commands/index.html b/databases/nosql-databases/redis/commands/index.html index 9e5f03c7432..8f04133feca 100644 --- a/databases/nosql-databases/redis/commands/index.html +++ b/databases/nosql-databases/redis/commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/documentation/index.html b/databases/nosql-databases/redis/documentation/index.html index 31c459964b1..0fa60f8c182 100644 --- a/databases/nosql-databases/redis/documentation/index.html +++ b/databases/nosql-databases/redis/documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/index.html b/databases/nosql-databases/redis/index.html index ab9caf37cb2..e3c355a0831 100644 --- a/databases/nosql-databases/redis/index.html +++ b/databases/nosql-databases/redis/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/intro/index.html b/databases/nosql-databases/redis/intro/index.html index 22427c1fdd5..debcc521ddf 100644 --- a/databases/nosql-databases/redis/intro/index.html +++ b/databases/nosql-databases/redis/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/others/index.html b/databases/nosql-databases/redis/others/index.html index caa4b0c464a..1dd5e687c5c 100644 --- a/databases/nosql-databases/redis/others/index.html +++ b/databases/nosql-databases/redis/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/redis-concepts/index.html b/databases/nosql-databases/redis/redis-concepts/index.html index 670806c57e4..8603231cc78 100644 --- a/databases/nosql-databases/redis/redis-concepts/index.html +++ b/databases/nosql-databases/redis/redis-concepts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/redis-data-types/index.html b/databases/nosql-databases/redis/redis-data-types/index.html index 590c445db70..18eb2159d4f 100644 --- a/databases/nosql-databases/redis/redis-data-types/index.html +++ b/databases/nosql-databases/redis/redis-data-types/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/redis-eviction-policies/index.html b/databases/nosql-databases/redis/redis-eviction-policies/index.html index 0f819bf76bd..7d6e7bebdbd 100644 --- a/databases/nosql-databases/redis/redis-eviction-policies/index.html +++ b/databases/nosql-databases/redis/redis-eviction-policies/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/redis-py/index.html b/databases/nosql-databases/redis/redis-py/index.html index 193fce3e6c3..feaf09a787d 100644 --- a/databases/nosql-databases/redis/redis-py/index.html +++ b/databases/nosql-databases/redis/redis-py/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/redis-queues/index.html b/databases/nosql-databases/redis/redis-queues/index.html index a82f1b68e52..a8b7ad9574e 100644 --- a/databases/nosql-databases/redis/redis-queues/index.html +++ b/databases/nosql-databases/redis/redis-queues/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/redis-streams-pubsub/index.html b/databases/nosql-databases/redis/redis-streams-pubsub/index.html index ab459dbc1e2..f98cf06c739 100644 --- a/databases/nosql-databases/redis/redis-streams-pubsub/index.html +++ b/databases/nosql-databases/redis/redis-streams-pubsub/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/redis/scaling/index.html b/databases/nosql-databases/redis/scaling/index.html index 5d87e561fc4..f7dfed37e4f 100644 --- a/databases/nosql-databases/redis/scaling/index.html +++ b/databases/nosql-databases/redis/scaling/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/tidb/index.html b/databases/nosql-databases/tidb/index.html index 3cd252ba4fe..0abd1bfa92a 100644 --- a/databases/nosql-databases/tidb/index.html +++ b/databases/nosql-databases/tidb/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/index.html b/databases/nosql-databases/time-series-db/index.html index 6b705aa8993..b90d77eb0ed 100644 --- a/databases/nosql-databases/time-series-db/index.html +++ b/databases/nosql-databases/time-series-db/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/influxdb/administration/index.html b/databases/nosql-databases/time-series-db/influxdb/administration/index.html index d3927b9be28..a040db6d3c1 100644 --- a/databases/nosql-databases/time-series-db/influxdb/administration/index.html +++ b/databases/nosql-databases/time-series-db/influxdb/administration/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/influxdb/commands-influx-query-language-influxql/index.html b/databases/nosql-databases/time-series-db/influxdb/commands-influx-query-language-influxql/index.html index 8d34f01720a..e6a7980588a 100644 --- a/databases/nosql-databases/time-series-db/influxdb/commands-influx-query-language-influxql/index.html +++ b/databases/nosql-databases/time-series-db/influxdb/commands-influx-query-language-influxql/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/influxdb/concepts/index.html b/databases/nosql-databases/time-series-db/influxdb/concepts/index.html index 2a6480db0ce..4c6c482d95b 100644 --- a/databases/nosql-databases/time-series-db/influxdb/concepts/index.html +++ b/databases/nosql-databases/time-series-db/influxdb/concepts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/influxdb/index.html b/databases/nosql-databases/time-series-db/influxdb/index.html index 4f891d99074..a07d5e793fb 100644 --- a/databases/nosql-databases/time-series-db/influxdb/index.html +++ b/databases/nosql-databases/time-series-db/influxdb/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/influxdb/influx/index.html b/databases/nosql-databases/time-series-db/influxdb/influx/index.html index c542b0620c2..1aa7264f2fb 100644 --- a/databases/nosql-databases/time-series-db/influxdb/influx/index.html +++ b/databases/nosql-databases/time-series-db/influxdb/influx/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/influxdb/kapacitor/index.html b/databases/nosql-databases/time-series-db/influxdb/kapacitor/index.html index becd6ba2003..1060349e538 100644 --- a/databases/nosql-databases/time-series-db/influxdb/kapacitor/index.html +++ b/databases/nosql-databases/time-series-db/influxdb/kapacitor/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/influxdb/others/index.html b/databases/nosql-databases/time-series-db/influxdb/others/index.html index a62cbd691ae..f91dfdfee36 100644 --- a/databases/nosql-databases/time-series-db/influxdb/others/index.html +++ b/databases/nosql-databases/time-series-db/influxdb/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/influxdb/tools/index.html b/databases/nosql-databases/time-series-db/influxdb/tools/index.html index ca93d9192a1..51e14726206 100644 --- a/databases/nosql-databases/time-series-db/influxdb/tools/index.html +++ b/databases/nosql-databases/time-series-db/influxdb/tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/influxdb/upgrades/index.html b/databases/nosql-databases/time-series-db/influxdb/upgrades/index.html index 72bc622446b..c92b2f2744f 100644 --- a/databases/nosql-databases/time-series-db/influxdb/upgrades/index.html +++ b/databases/nosql-databases/time-series-db/influxdb/upgrades/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/influxdb/write-protocols/index.html b/databases/nosql-databases/time-series-db/influxdb/write-protocols/index.html index 4356eb99eb4..bcf23312cbc 100644 --- a/databases/nosql-databases/time-series-db/influxdb/write-protocols/index.html +++ b/databases/nosql-databases/time-series-db/influxdb/write-protocols/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/time-series-databases/index.html b/databases/nosql-databases/time-series-db/time-series-databases/index.html index 785767358b5..00e64ba02c2 100644 --- a/databases/nosql-databases/time-series-db/time-series-databases/index.html +++ b/databases/nosql-databases/time-series-db/time-series-databases/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/time-series-db/timescaledb/index.html b/databases/nosql-databases/time-series-db/timescaledb/index.html index b2c795fb47b..3242fa1e945 100644 --- a/databases/nosql-databases/time-series-db/timescaledb/index.html +++ b/databases/nosql-databases/time-series-db/timescaledb/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/vector-databases/index.html b/databases/nosql-databases/vector-databases/index.html index a35ef6546ea..d0388f91caa 100644 --- a/databases/nosql-databases/vector-databases/index.html +++ b/databases/nosql-databases/vector-databases/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/nosql-databases/yugabytedb/index.html b/databases/nosql-databases/yugabytedb/index.html index f490dd76dac..d1526ee0098 100644 --- a/databases/nosql-databases/yugabytedb/index.html +++ b/databases/nosql-databases/yugabytedb/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/others/course-advanced-database-systems/index.html b/databases/others/course-advanced-database-systems/index.html index 6803348a997..275fabc2ae9 100644 --- a/databases/others/course-advanced-database-systems/index.html +++ b/databases/others/course-advanced-database-systems/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/others/course-aws-certified-database-specialty/index.html b/databases/others/course-aws-certified-database-specialty/index.html index 7038c3f37b4..49cd681494b 100644 --- a/databases/others/course-aws-certified-database-specialty/index.html +++ b/databases/others/course-aws-certified-database-specialty/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/others/database-activity-monitoring-dam/index.html b/databases/others/database-activity-monitoring-dam/index.html index a25c8a97d56..9a16e02d2f2 100644 --- a/databases/others/database-activity-monitoring-dam/index.html +++ b/databases/others/database-activity-monitoring-dam/index.html @@ -19,8 +19,8 @@ - - + + @@ -66,7 +66,7 @@

                                                                  Does PMM has DAM Capability? - Percona Community Forum

                                                                  MONyog (SQL Diagnostic Manager for MySQL)​

                                                                  https://www.webyog.com/product/monyog

                                                                  -

                                                                  MONyog MySQL Monitor and Advisor is a “MySQL DBA in a box” that helps MySQL DBAs manage more MySQL servers, tune their current MySQL servers and find and fix problems with their MySQL database applications before they can become serious problems or costly outages.

                                                                  +

                                                                  MONyog MySQL Monitor and Advisor is a "MySQL DBA in a box" that helps MySQL DBAs manage more MySQL servers, tune their current MySQL servers and find and fix problems with their MySQL database applications before they can become serious problems or costly outages.

                                                                  MONyog proactively monitors enterprise database environments and provides expert advice on how even those new to MySQL can tighten security, optimize performance and reduce downtime of their MySQL powered systems.

                                                                  MONyog is more DBA focused and focuses on the MySQL configuration and queries.

                                                                  Architecture​

                                                                  @@ -91,6 +91,6 @@

                                                                  OthersNavisite - Database as a Service
                                                                73. Best MDR Services in 2024 | Navisite
                                                                  74. -
                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +
                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/others/database-migration-tools/index.html b/databases/others/database-migration-tools/index.html index 48faa7f2267..be65b3ab613 100644 --- a/databases/others/database-migration-tools/index.html +++ b/databases/others/database-migration-tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/others/databases-others/index.html b/databases/others/databases-others/index.html index 9b701872c69..ffce633b224 100644 --- a/databases/others/databases-others/index.html +++ b/databases/others/databases-others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/others/index.html b/databases/others/index.html index 2bfc95cd900..3a25a77ea0a 100644 --- a/databases/others/index.html +++ b/databases/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/others/technologies-tools/index.html b/databases/others/technologies-tools/index.html index 2fee362193d..f874c851ae1 100644 --- a/databases/others/technologies-tools/index.html +++ b/databases/others/technologies-tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/amazon-aurora-vs-rds/index.html b/databases/sql-databases/amazon-aurora-vs-rds/index.html index a14a4a6c340..1259ead31dc 100644 --- a/databases/sql-databases/amazon-aurora-vs-rds/index.html +++ b/databases/sql-databases/amazon-aurora-vs-rds/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/amazon-rds/index.html b/databases/sql-databases/amazon-rds/index.html index 538fecf0df9..c2eb7f071cf 100644 --- a/databases/sql-databases/amazon-rds/index.html +++ b/databases/sql-databases/amazon-rds/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-aurora/aurora-documentation/index.html b/databases/sql-databases/aws-aurora/aurora-documentation/index.html index 90cfd3c16c3..1a39f20a2b1 100644 --- a/databases/sql-databases/aws-aurora/aurora-documentation/index.html +++ b/databases/sql-databases/aws-aurora/aurora-documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-aurora/aurora-global-databases/index.html b/databases/sql-databases/aws-aurora/aurora-global-databases/index.html index 9522cc72293..341c7751ef0 100644 --- a/databases/sql-databases/aws-aurora/aurora-global-databases/index.html +++ b/databases/sql-databases/aws-aurora/aurora-global-databases/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-aurora/aurora-serverless/index.html b/databases/sql-databases/aws-aurora/aurora-serverless/index.html index 394eac2ca71..d942e024eda 100644 --- a/databases/sql-databases/aws-aurora/aurora-serverless/index.html +++ b/databases/sql-databases/aws-aurora/aurora-serverless/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-aurora/backup/index.html b/databases/sql-databases/aws-aurora/backup/index.html index 88412c89a54..a2f0d252daa 100644 --- a/databases/sql-databases/aws-aurora/backup/index.html +++ b/databases/sql-databases/aws-aurora/backup/index.html @@ -19,8 +19,8 @@ - - + + @@ -125,7 +125,7 @@

                                                                  automated backups and database snapshots (DB Snapshots).

                                                                  The automated backup feature of Amazon RDS enables point-in-time recovery of your DB instance. When automated backups are turned on for your DB Instance, Amazon RDS automatically performs a full daily snapshot of your data (during your preferred backup window) and captures transaction logs (as updates to your DB Instance are made). When you initiate a point-in-time recovery, transaction logs are applied to the most appropriate daily backup in order to restore your DB instance to the specific time you requested.

                                                                  Amazon RDS retains backups of a DB Instance for a limited, user-specified period of time called the retention period, which by default is 7 days but can be set to up to 35 days. You can initiate a point-in-time restore and specify any second during your retention period, up to the Latest Restorable Time. You can use the DescribeDBInstances API to return the latest restorable time for you DB instance, which is typically within the last five minutes.

                                                                  -

                                                                  Alternatively, you can find the Latest Restorable Time for a DB instance by selecting it in the AWS Management Console and looking in the “Description” tab in the lower panel of the Console.

                                                                  +

                                                                  Alternatively, you can find the Latest Restorable Time for a DB instance by selecting it in the AWS Management Console and looking in the "Description" tab in the lower panel of the Console.

                                                                  DB Snapshots are user-initiated and enable you to back up your DB instance in a known state as frequently as you wish, and then restore to that specific state at any time. DB Snapshots can be created with the AWS Management Console, CreateDBSnapshot API, or create-db-snapshot command and are kept until you explicitly delete them.

                                                                  The snapshots which Amazon RDS performs for enabling automated backups are available to you for copying (using the AWS console or the copy-db-snapshot command) or for the snapshot restore functionality. You can identify them using the "automated" Snapshot Type. In addition, you can identify the time at which the snapshot has been taken by viewing the "Snapshot Created Time" field.

                                                                  Alternatively, the identifier of the "automated" snapshots also contains the time (in UTC) at which the snapshot has been taken.

                                                                  @@ -186,6 +186,6 @@

                                                                  RDS HARead Replica vs Multi-AZ vs Multi-Region​

                                                                  Use Multi-AZ deployments for High Availability/Failover and Read Replicas for read scalability.

                                                                  In Amazon RDS, Multi-AZ and read replicas are two different types of instances. The standby instance created for Multi-AZ deployment is not accessible and is only used for high availability. On the other hand, in Amazon Aurora, the Multi-AZ standby is just another read replica that is accessible. So for high availability of an Aurora cluster, one read replica is required even if it’s unused.

                                                                  -

                                                                  Confusion - Well, Multi-AZ and Read Replica both have another database instance sitting in a separate AZ and in some sense, the Read Replicas seem to be “multi-AZ” because of that. This may be confusing to some, as it appears that both designs functions the same way. Well, actually that is not the case.

                                                                  +

                                                                  Confusion - Well, Multi-AZ and Read Replica both have another database instance sitting in a separate AZ and in some sense, the Read Replicas seem to be "multi-AZ" because of that. This may be confusing to some, as it appears that both designs functions the same way. Well, actually that is not the case.

                                                                  AWS — Difference between Multi-AZ and Read Replicas in Amazon RDS | by Ashish Patel | Awesome Cloud | Medium

                                                                  AWS RDS Multi-AZ vs Read Replica​

                                                                  For your MySQL, MariaDB, PostgreSQL, Oracle, and SQL Server database (DB) instances, you can use Amazon RDS Multi-AZ deployments. When you provision a Multi-AZ DB instance, Amazon RDS automatically creates a primary DB instance and synchronously replicates the data to a standby instance in a different Availability Zone (AZ). In case of an infrastructure failure, Amazon RDS performs an automatic failover to the standby DB instance. Since the endpoint for your DB instance remains the same after a failover, your application can resume database operation without the need for manual administrative intervention.

                                                                  @@ -87,6 +87,6 @@

                                                                  Aurora HA​

                                                                  The Amazon Aurora PostgreSQL and Amazon Aurora MySQL engines include additional High Availability options. Even with a single database instance, Amazon Aurora increases availability by replicating your data six ways across three Availability Zones. This means that your DB cluster can tolerate a failure of an Availability Zone without any loss of data and only a brief interruption of service.

                                                                  In addition, you can choose to run one or more Replicas in an Amazon Aurora DB cluster. If the primary instance in the DB cluster fails, RDS automatically promotes an existing Aurora Replica to be the new primary instance and updates the server endpoint so that your application can continue operation with no manual intervention. If no Replicas have been provisioned, RDS will automatically create a new replacement DB instance for you when a failure is detected.

                                                                  -

                                                                  Amazon RDS High Availability | Cloud Relational Database | Amazon Web Services

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  Amazon RDS High Availability | Cloud Relational Database | Amazon Web Services

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/sql-databases/aws-aurora/index.html b/databases/sql-databases/aws-aurora/index.html index ef7b3216609..bd044ca320e 100644 --- a/databases/sql-databases/aws-aurora/index.html +++ b/databases/sql-databases/aws-aurora/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-aurora/intro/index.html b/databases/sql-databases/aws-aurora/intro/index.html index 40d371a5273..82bf9259331 100644 --- a/databases/sql-databases/aws-aurora/intro/index.html +++ b/databases/sql-databases/aws-aurora/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-aurora/monitoring/index.html b/databases/sql-databases/aws-aurora/monitoring/index.html index 3ffc5df1ecf..9c34ff29fd7 100644 --- a/databases/sql-databases/aws-aurora/monitoring/index.html +++ b/databases/sql-databases/aws-aurora/monitoring/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-aurora/others/index.html b/databases/sql-databases/aws-aurora/others/index.html index 5c71aafbb49..427f006fbf5 100644 --- a/databases/sql-databases/aws-aurora/others/index.html +++ b/databases/sql-databases/aws-aurora/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-aurora/storage/index.html b/databases/sql-databases/aws-aurora/storage/index.html index c611d6b5ee9..6839d5600da 100644 --- a/databases/sql-databases/aws-aurora/storage/index.html +++ b/databases/sql-databases/aws-aurora/storage/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-redshift/architecture/index.html b/databases/sql-databases/aws-redshift/architecture/index.html index b705b327503..d1b6a87ee70 100644 --- a/databases/sql-databases/aws-redshift/architecture/index.html +++ b/databases/sql-databases/aws-redshift/architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-redshift/deep-dive-best-practices/index.html b/databases/sql-databases/aws-redshift/deep-dive-best-practices/index.html index d7bfcbacfbf..dce1b6ae5d2 100644 --- a/databases/sql-databases/aws-redshift/deep-dive-best-practices/index.html +++ b/databases/sql-databases/aws-redshift/deep-dive-best-practices/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-redshift/documentation/index.html b/databases/sql-databases/aws-redshift/documentation/index.html index 82534e08bb8..3ffcbeafb52 100644 --- a/databases/sql-databases/aws-redshift/documentation/index.html +++ b/databases/sql-databases/aws-redshift/documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-redshift/etl-redshift/index.html b/databases/sql-databases/aws-redshift/etl-redshift/index.html index 25f188aff33..c5fbc42d04f 100644 --- a/databases/sql-databases/aws-redshift/etl-redshift/index.html +++ b/databases/sql-databases/aws-redshift/etl-redshift/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-redshift/index.html b/databases/sql-databases/aws-redshift/index.html index a99b78ceb7a..c286596cbed 100644 --- a/databases/sql-databases/aws-redshift/index.html +++ b/databases/sql-databases/aws-redshift/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-redshift/intro/index.html b/databases/sql-databases/aws-redshift/intro/index.html index c9af09683a7..93056b6d19e 100644 --- a/databases/sql-databases/aws-redshift/intro/index.html +++ b/databases/sql-databases/aws-redshift/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-redshift/others/index.html b/databases/sql-databases/aws-redshift/others/index.html index fa45435b839..dbc0f5c2e24 100644 --- a/databases/sql-databases/aws-redshift/others/index.html +++ b/databases/sql-databases/aws-redshift/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-redshift/pricing-sizing/index.html b/databases/sql-databases/aws-redshift/pricing-sizing/index.html index a58fa5e9bb1..a66cf5a0240 100644 --- a/databases/sql-databases/aws-redshift/pricing-sizing/index.html +++ b/databases/sql-databases/aws-redshift/pricing-sizing/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-redshift/redshift-sql-queries-commands/index.html b/databases/sql-databases/aws-redshift/redshift-sql-queries-commands/index.html index 972faacb04b..2673942edaa 100644 --- a/databases/sql-databases/aws-redshift/redshift-sql-queries-commands/index.html +++ b/databases/sql-databases/aws-redshift/redshift-sql-queries-commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/aws-redshift/wlm-qmr/index.html b/databases/sql-databases/aws-redshift/wlm-qmr/index.html index b8ee9bb3240..0839293155b 100644 --- a/databases/sql-databases/aws-redshift/wlm-qmr/index.html +++ b/databases/sql-databases/aws-redshift/wlm-qmr/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/index.html b/databases/sql-databases/index.html index c3390327a42..28b0bdb9c37 100644 --- a/databases/sql-databases/index.html +++ b/databases/sql-databases/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/memsql/index.html b/databases/sql-databases/memsql/index.html index 4d16a578072..5ad1410b376 100644 --- a/databases/sql-databases/memsql/index.html +++ b/databases/sql-databases/memsql/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/memsql/intro/index.html b/databases/sql-databases/memsql/intro/index.html index 38c1a212a2d..b4fe423ab32 100644 --- a/databases/sql-databases/memsql/intro/index.html +++ b/databases/sql-databases/memsql/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/administration-configuration/index.html b/databases/sql-databases/mysql/administration-configuration/index.html index 8cc6da03ad3..c499fe0bfd1 100644 --- a/databases/sql-databases/mysql/administration-configuration/index.html +++ b/databases/sql-databases/mysql/administration-configuration/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/backup-comparisons/index.html b/databases/sql-databases/mysql/backup-comparisons/index.html index 81afc6bcc88..b4c141ac07a 100644 --- a/databases/sql-databases/mysql/backup-comparisons/index.html +++ b/databases/sql-databases/mysql/backup-comparisons/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/backup-policy/index.html b/databases/sql-databases/mysql/backup-policy/index.html index 70032977cf3..1268867221e 100644 --- a/databases/sql-databases/mysql/backup-policy/index.html +++ b/databases/sql-databases/mysql/backup-policy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/backup-types/index.html b/databases/sql-databases/mysql/backup-types/index.html index 54fa685c96d..a25b1442ed4 100644 --- a/databases/sql-databases/mysql/backup-types/index.html +++ b/databases/sql-databases/mysql/backup-types/index.html @@ -19,8 +19,8 @@ - - + + @@ -42,7 +42,7 @@

                                                                  Section 32.1, “MySQL Enterprise Backup Overview”.

                                                                  +

                                                                  Because backup speed and compactness are important for busy, important databases, the MySQL Enterprise Backup product performs physical backups. For an overview of the MySQL Enterprise Backup product, see Section 32.1, "MySQL Enterprise Backup Overview".

                                                                74. Backup and restore granularity ranges from the level of the entire data directory down to the level of individual files. This may or may not provide for table-level granularity, depending on storage engine. For example, InnoDB tables can each be in a separate file, or share file storage with other InnoDB tables; each MyISAM table corresponds uniquely to a set of files.

                                                                  @@ -84,7 +84,7 @@

                                                                  mysql client. To load delimited-text files, use the LOAD DATA statement or the mysqlimport client.

                                                                  75. Online Versus Offline Backups​

                                                                  -

                                                                  Online backups take place while the MySQL server is running so that the database information can be obtained from the server. Offline backups take place while the server is stopped. This distinction can also be described as “hot” versus “cold” backups; a “warm” backup is one where the server remains running but locked against modifying data while you access database files externally.

                                                                  +

                                                                  Online backups take place while the MySQL server is running so that the database information can be obtained from the server. Offline backups take place while the server is stopped. This distinction can also be described as "hot" versus "cold" backups; a "warm" backup is one where the server remains running but locked against modifying data while you access database files externally.

                                                                  Online backup methods have these characteristics​

                                                                  • The backup is less intrusive to other clients, which can connect to the MySQL server during the backup and may be able to access data depending on what operations they need to perform.
                                                                    • @@ -104,7 +104,7 @@

                                                                  • Physical backup methods typically are initiated locally on the MySQL server host so that the server can be taken offline, although the destination for copied files might be remote.

                                                                  Snapshot Backups​

                                                                  -

                                                                  Some file system implementations enable “snapshots” to be taken. These provide logical copies of the file system at a given point in time, without requiring a physical copy of the entire file system. (For example, the implementation may use copy-on-write techniques so that only parts of the file system modified after the snapshot time need be copied.) MySQL itself does not provide the capability for taking file system snapshots. It is available through third-party solutions such as Veritas, LVM, or ZFS.

                                                                  +

                                                                  Some file system implementations enable "snapshots" to be taken. These provide logical copies of the file system at a given point in time, without requiring a physical copy of the entire file system. (For example, the implementation may use copy-on-write techniques so that only parts of the file system modified after the snapshot time need be copied.) MySQL itself does not provide the capability for taking file system snapshots. It is available through third-party solutions such as Veritas, LVM, or ZFS.

                                                                  Full Versus Incremental Backups​

                                                                  A full backup includes all data managed by a MySQL server at a given point in time. An incremental backup consists of the changes made to the data during a given time span (from one point in time to another). MySQL has different ways to perform full backups, such as those described earlier in this section. Incremental backups are made possible by enabling the server's binary log, which the server uses to record data changes.

                                                                  Backup Policy

                                                                  @@ -112,9 +112,9 @@

                                                                  Table Maintenance​

                                                                  -

                                                                  Data integrity can be compromised if tables become corrupt. For InnoDB tables, this is not a typical issue. For programs to check MyISAM tables and repair them if problems are found, see Section 9.6, “MyISAM Table Maintenance and Crash Recovery”.

                                                                  +

                                                                  Data integrity can be compromised if tables become corrupt. For InnoDB tables, this is not a typical issue. For programs to check MyISAM tables and repair them if problems are found, see Section 9.6, "MyISAM Table Maintenance and Crash Recovery".

                                                                  Backup Scheduling, Compression, and Encryption​

                                                                  Backup scheduling is valuable for automating backup procedures. Compression of backup output reduces space requirements, and encryption of the output provides better security against unauthorized access of backed-up data. MySQL itself does not provide these capabilities. The MySQL Enterprise Backup product can compress InnoDB backups, and compression or encryption of backup output can be achieved using file system utilities. Other third-party solutions may be available.

                                                                  -

                                                                  9.1 Backup and Recovery Types

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  9.1 Backup and Recovery Types

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/sql-databases/mysql/connection-handling/index.html b/databases/sql-databases/mysql/connection-handling/index.html index 8472e7cb132..f6a1ffd7d29 100644 --- a/databases/sql-databases/mysql/connection-handling/index.html +++ b/databases/sql-databases/mysql/connection-handling/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/documentation/index.html b/databases/sql-databases/mysql/documentation/index.html index 9fd27a61895..4efc69e7c56 100644 --- a/databases/sql-databases/mysql/documentation/index.html +++ b/databases/sql-databases/mysql/documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/gtid-replication/index.html b/databases/sql-databases/mysql/gtid-replication/index.html index 6abd028d19f..4bc7b7cfac7 100644 --- a/databases/sql-databases/mysql/gtid-replication/index.html +++ b/databases/sql-databases/mysql/gtid-replication/index.html @@ -3,7 +3,7 @@ -GTID Replication | Deep Notes +GTID Replication | Deep Notes @@ -19,15 +19,15 @@ - - + +

                                                                  GTID Replication

                                                                  -

                                                                  When using GTIDs, each transaction can be identified and tracked as it is committed on the originating server and applied by any replicas; this means that it is not necessary when using GTIDs to refer to log files or positions within those files when starting a new replica or failing over to a new source, which greatly simplifies these tasks. Because GTID-based replication is completely transaction-based, it is simple to determine whether sources and replicas are consistent; as long as all transactions committed on a source are also committed on a replica, consistency between the two is guaranteed. You can use either statement-based or row-based replication with GTIDs (see Section 16.2.1, “Replication Formats”); however, for best results, we recommend that you use the row-based format.

                                                                  +

                                                                  When using GTIDs, each transaction can be identified and tracked as it is committed on the originating server and applied by any replicas; this means that it is not necessary when using GTIDs to refer to log files or positions within those files when starting a new replica or failing over to a new source, which greatly simplifies these tasks. Because GTID-based replication is completely transaction-based, it is simple to determine whether sources and replicas are consistent; as long as all transactions committed on a source are also committed on a replica, consistency between the two is guaranteed. You can use either statement-based or row-based replication with GTIDs (see Section 16.2.1, "Replication Formats"); however, for best results, we recommend that you use the row-based format.

                                                                  GTIDs are always preserved between source and replica. This means that you can always determine the source for any transaction applied on any replica by examining its binary log. In addition, once a transaction with a given GTID is committed on a given server, any subsequent transaction having the same GTID is ignored by that server. Thus, a transaction committed on the source can be applied no more than once on the replica, which helps to guarantee consistency.

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +
                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/sql-databases/mysql/index.html b/databases/sql-databases/mysql/index.html index deeb372d76d..f0bb68a3a04 100644 --- a/databases/sql-databases/mysql/index.html +++ b/databases/sql-databases/mysql/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/intro/index.html b/databases/sql-databases/mysql/intro/index.html index 7d6dc94f4ee..48ab004638e 100644 --- a/databases/sql-databases/mysql/intro/index.html +++ b/databases/sql-databases/mysql/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/mydumper/index.html b/databases/sql-databases/mysql/mydumper/index.html index ccf891a9165..56cb37ca961 100644 --- a/databases/sql-databases/mysql/mydumper/index.html +++ b/databases/sql-databases/mysql/mydumper/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/mysql-data-types/index.html b/databases/sql-databases/mysql/mysql-data-types/index.html index 75afd9492b5..c560e7f42f7 100644 --- a/databases/sql-databases/mysql/mysql-data-types/index.html +++ b/databases/sql-databases/mysql/mysql-data-types/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/mysql-heatwave/index.html b/databases/sql-databases/mysql/mysql-heatwave/index.html index 6d3c6c35233..552448faadd 100644 --- a/databases/sql-databases/mysql/mysql-heatwave/index.html +++ b/databases/sql-databases/mysql/mysql-heatwave/index.html @@ -19,8 +19,8 @@ - - + + @@ -39,7 +39,7 @@

                                                                  MySQL HeatWave Database Service | Oracle

                                                                  -

                                                                  Is MySQL HeatWave Oracle’s “Killer App” ?

                                                                  -

                                                                  Oracle’s MySQL HeatWave gets Vector Store, generative AI features | InfoWorld

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  Is MySQL HeatWave Oracle’s "Killer App" ?

                                                                  +

                                                                  Oracle’s MySQL HeatWave gets Vector Store, generative AI features | InfoWorld

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/sql-databases/mysql/mysql-triggers/index.html b/databases/sql-databases/mysql/mysql-triggers/index.html index e57f3600347..2b3beb5320a 100644 --- a/databases/sql-databases/mysql/mysql-triggers/index.html +++ b/databases/sql-databases/mysql/mysql-triggers/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/mysqlbinlog/index.html b/databases/sql-databases/mysql/mysqlbinlog/index.html index 5107e13aa07..de6b77ac56b 100644 --- a/databases/sql-databases/mysql/mysqlbinlog/index.html +++ b/databases/sql-databases/mysql/mysqlbinlog/index.html @@ -3,7 +3,7 @@ -mysqlbinlog | Deep Notes +mysqlbinlog | Deep Notes @@ -19,15 +19,15 @@ - - + +

                                                                  mysqlbinlog

                                                                  -

                                                                  The server's binary log consists of files containing “events” that describe modifications to database contents. The server writes these files in binary format. To display their contents in text format, use the mysqlbinlog utility. You can also use mysqlbinlog to display the contents of relay log files written by a replica server in a replication setup because relay logs have the same format as binary logs.

                                                                  +

                                                                  The server's binary log consists of files containing "events" that describe modifications to database contents. The server writes these files in binary format. To display their contents in text format, use the mysqlbinlog utility. You can also use mysqlbinlog to display the contents of relay log files written by a replica server in a replication setup because relay logs have the same format as binary logs.

                                                                  6.6.9 mysqlbinlog — Utility for Processing Binary Log Files

                                                                  7.4.4.2 Setting The Binary Log Format​

                                                                  You can select the binary logging format explicitly by starting the MySQL server with --binlog-format=_`type`_. The supported values for type are:

                                                                  @@ -62,6 +62,6 @@

                                                                  binlog_row_

                                                                  This variable, in row-based replication, determines if row images are written to the blog as full (log all columns), minimal (Log only changed columns and columns used to identify rows), or noblob (log all columns except BLOB or TEXT columns).

                                                                  Setting binlog_row_image to MINIMAL reduces the amount of data pushed into the binary log. However, this setting also skips essential data used to recover your database from data corruption, or human mistakes.

                                                                  This can impact performance and storage size.

                                                                  -

                                                                  MySQL binlog_row_image set to MINIMAL - Percona Platform

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  MySQL binlog_row_image set to MINIMAL - Percona Platform

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/sql-databases/mysql/mysqldump/index.html b/databases/sql-databases/mysql/mysqldump/index.html index e7c60ce34bf..b443be6a3ea 100644 --- a/databases/sql-databases/mysql/mysqldump/index.html +++ b/databases/sql-databases/mysql/mysqldump/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/optimizing-locking-operations/index.html b/databases/sql-databases/mysql/optimizing-locking-operations/index.html index 8622ac3fe1d..cdcd97f2435 100644 --- a/databases/sql-databases/mysql/optimizing-locking-operations/index.html +++ b/databases/sql-databases/mysql/optimizing-locking-operations/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/others/index.html b/databases/sql-databases/mysql/others/index.html index 2ae782d41f3..660b7084ff3 100644 --- a/databases/sql-databases/mysql/others/index.html +++ b/databases/sql-databases/mysql/others/index.html @@ -19,8 +19,8 @@ - - + + @@ -104,6 +104,7 @@

                                                                  ProxySQLResources​

                                                                  https://dev.mysql.com/doc/refman/5.7/en/glossary.html

                                                                  https://github.com/shlomi-noach/awesome-mysql

                                                                  -

                                                                  GitHub - MyCATApache/Mycat2: MySQL Proxy using Java NIO based on Sharding SQL,Calcite ,simple and fast

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  GitHub - MyCATApache/Mycat2: MySQL Proxy using Java NIO based on Sharding SQL,Calcite ,simple and fast

                                                                  +

                                                                  Schema migrations — MySQL for Developers — PlanetScale

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                                                                  \ No newline at end of file diff --git a/databases/sql-databases/mysql/partitioning/index.html b/databases/sql-databases/mysql/partitioning/index.html index ecce2b3843d..6305f3f13c0 100644 --- a/databases/sql-databases/mysql/partitioning/index.html +++ b/databases/sql-databases/mysql/partitioning/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/percona-toolkit/index.html b/databases/sql-databases/mysql/percona-toolkit/index.html index cd90155ef72..5f04ee51414 100644 --- a/databases/sql-databases/mysql/percona-toolkit/index.html +++ b/databases/sql-databases/mysql/percona-toolkit/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/percona-xtrabackup/index.html b/databases/sql-databases/mysql/percona-xtrabackup/index.html index c438bc6c63e..d578e5f8f8b 100644 --- a/databases/sql-databases/mysql/percona-xtrabackup/index.html +++ b/databases/sql-databases/mysql/percona-xtrabackup/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/replication/index.html b/databases/sql-databases/mysql/replication/index.html index bd23d9c02b4..8ac73882ba0 100644 --- a/databases/sql-databases/mysql/replication/index.html +++ b/databases/sql-databases/mysql/replication/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/scaling-optimizations/index.html b/databases/sql-databases/mysql/scaling-optimizations/index.html index 819e8a06d8a..51470cb5977 100644 --- a/databases/sql-databases/mysql/scaling-optimizations/index.html +++ b/databases/sql-databases/mysql/scaling-optimizations/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/server-sql-modes/index.html b/databases/sql-databases/mysql/server-sql-modes/index.html index 63f7e852a1a..4df4d844060 100644 --- a/databases/sql-databases/mysql/server-sql-modes/index.html +++ b/databases/sql-databases/mysql/server-sql-modes/index.html @@ -19,8 +19,8 @@ - - + + @@ -44,7 +44,7 @@

                                                                  Modes

                                                                75. TRADITIONAL

                                                                  -

                                                                  Make MySQL behave like a “traditional” SQL database system. A simple description of this mode is “give an error instead of a warning” when inserting an incorrect value into a column. It is one of the special combination modes listed at the end of this section.

                                                                  +

                                                                  Make MySQL behave like a "traditional" SQL database system. A simple description of this mode is "give an error instead of a warning" when inserting an incorrect value into a column. It is one of the special combination modes listed at the end of this section.

                                                                76. ALLOW_INVALID_DATES

                                                                  @@ -104,6 +104,6 @@

                                                                  ModesTIME_TRUNCATE_FRACTIONAL

                                                                  77. -

                                                                  7.1.11 Server SQL Modes

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  7.1.11 Server SQL Modes

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/sql-databases/mysql/sql-mysql-tools/index.html b/databases/sql-databases/mysql/sql-mysql-tools/index.html index 5cdbc5b3f7c..f3ba114d96a 100644 --- a/databases/sql-databases/mysql/sql-mysql-tools/index.html +++ b/databases/sql-databases/mysql/sql-mysql-tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/mysql/thread-states/index.html b/databases/sql-databases/mysql/thread-states/index.html index 004b61a70ad..b1c124d974b 100644 --- a/databases/sql-databases/mysql/thread-states/index.html +++ b/databases/sql-databases/mysql/thread-states/index.html @@ -19,8 +19,8 @@ - - + + @@ -68,7 +68,7 @@

                                                                77. copy to tmp table

                                                                  The thread is processing an ALTER TABLE statement. This state occurs after the table with the new structure has been created but before rows are copied into it.

                                                                  -

                                                                  For a thread in this state, the Performance Schema can be used to obtain about the progress of the copy operation. See Section 29.12.5, “Performance Schema Stage Event Tables”.

                                                                  +

                                                                  For a thread in this state, the Performance Schema can be used to obtain about the progress of the copy operation. See Section 29.12.5, "Performance Schema Stage Event Tables".

                                                                78. Copying to group table

                                                                  @@ -80,7 +80,7 @@

                                                                79. Copying to tmp table on disk

                                                                  -

                                                                  The server is copying to a temporary table on disk. The temporary result set has become too large (see Section 10.4.4, “Internal Temporary Table Use in MySQL”). Consequently, the thread is changing the temporary table from in-memory to disk-based format to save memory.

                                                                  +

                                                                  The server is copying to a temporary table on disk. The temporary result set has become too large (see Section 10.4.4, "Internal Temporary Table Use in MySQL"). Consequently, the thread is changing the temporary table from in-memory to disk-based format to save memory.

                                                                80. Creating index

                                                                  @@ -351,6 +351,6 @@

                                                                  The server is writing a packet to the network.

                                                                  81. -

                                                                  10.14.3 General Thread States

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                                                                  +

                                                                  10.14.3 General Thread States

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/sql-databases/mysql/transaction-commit-rollback/index.html b/databases/sql-databases/mysql/transaction-commit-rollback/index.html index 5e348964471..87e87df0221 100644 --- a/databases/sql-databases/mysql/transaction-commit-rollback/index.html +++ b/databases/sql-databases/mysql/transaction-commit-rollback/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/normalization/index.html b/databases/sql-databases/normalization/index.html index ab4a11401ba..af35d25aa8f 100644 --- a/databases/sql-databases/normalization/index.html +++ b/databases/sql-databases/normalization/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/partitioning-sharding/index.html b/databases/sql-databases/partitioning-sharding/index.html index 3d3c5be9769..4eda9ac306e 100644 --- a/databases/sql-databases/partitioning-sharding/index.html +++ b/databases/sql-databases/partitioning-sharding/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/postgres/architecture/index.html b/databases/sql-databases/postgres/architecture/index.html index 788843e654b..ce3bf6340a2 100644 --- a/databases/sql-databases/postgres/architecture/index.html +++ b/databases/sql-databases/postgres/architecture/index.html @@ -19,8 +19,8 @@ - - + + @@ -33,7 +33,7 @@

                                                                  Main processe

                                                                  Postmaster Process​

                                                                  This is the main process that manages everything in Postgres. It creates a listener on the configured interfaces and port (default 5432). It is also responsible for forking other processes to do various tasks.

                                                                  Backend Process​

                                                                  -

                                                                  The postmaster process creates a new “backend” process for every connection it accepts. The connection is then handed over to the new backend process to perform the reading of the TCP stream, request parsing, SQL query parsing (yes those are different), planning, execution and returning the results. The process uses its local virtual memory for sorting and parsing logic, this memory is controlled by the work_mem parameter.

                                                                  +

                                                                  The postmaster process creates a new "backend" process for every connection it accepts. The connection is then handed over to the new backend process to perform the reading of the TCP stream, request parsing, SQL query parsing (yes those are different), planning, execution and returning the results. The process uses its local virtual memory for sorting and parsing logic, this memory is controlled by the work_mem parameter.

                                                                  Background Workers​

                                                                  Postgres spin these background workers for various jobs like parallel queries and logical replication. So to minimize the load on backend process.

                                                                  Auxiliary Processes​

                                                                  @@ -50,6 +50,6 @@

                                                                  Auxiliar

                                                                  Other Processes​

                                                                  Autovaccum workers - Processes that run autovacuume

                                                                  -

                                                                  WAL senders - Processes that send WAL from primary to standby WAL receiver

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                                                                  +

                                                                  WAL senders - Processes that send WAL from primary to standby WAL receiver

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/sql-databases/postgres/documentation/index.html b/databases/sql-databases/postgres/documentation/index.html index 688915e535b..bad98ed899e 100644 --- a/databases/sql-databases/postgres/documentation/index.html +++ b/databases/sql-databases/postgres/documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/postgres/index.html b/databases/sql-databases/postgres/index.html index 2dd24e746d4..d4dd506558e 100644 --- a/databases/sql-databases/postgres/index.html +++ b/databases/sql-databases/postgres/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/postgres/indexes/index.html b/databases/sql-databases/postgres/indexes/index.html index 45c91fdf430..b88df77b36b 100644 --- a/databases/sql-databases/postgres/indexes/index.html +++ b/databases/sql-databases/postgres/indexes/index.html @@ -19,8 +19,8 @@ - - + + @@ -46,7 +46,7 @@

                                                                  H

                                                                  8.3.9 Comparison of B-Tree and Hash Indexes

                                                                  BRIN indexes​

                                                                  A Block Range INdex (BRIN) can be used when your table is naturally already sorted by a column, and you need to sort by that column. For example, for a log table that was written sequentially, setting a BRIN index on the timestamp column lets the server know that the data is already sorted.

                                                                  -

                                                                  BRIN works in terms of block ranges (or “page ranges”). A block range is a group of pages that are physically adjacent in the table; for each block range, some summary info is stored by the index. For example, a table storing a store's sale orders might have a date column on which each order was placed, and most of the time the entries for earlier orders will appear earlier in the table as well; a table storing a ZIP code column might have all codes for a city grouped together naturally.

                                                                  +

                                                                  BRIN works in terms of block ranges (or "page ranges"). A block range is a group of pages that are physically adjacent in the table; for each block range, some summary info is stored by the index. For example, a table storing a store's sale orders might have a date column on which each order was placed, and most of the time the entries for earlier orders will appear earlier in the table as well; a table storing a ZIP code column might have all codes for a city grouped together naturally.

                                                                  PostgreSQL: Documentation: 16: 71.1. Introduction

                                                                  Postgres BRIN Index - Large Data Performance With Minimal Storage | by Eresh Gorantla | Geek Culture | Medium

                                                                  Block Range Index - Wikipedia

                                                                  @@ -75,6 +75,6 @@

                                                                  SP-GiSTPartial Indexes​

                                                                  A partial index is an index built over a subset of a table; the subset is defined by a conditional expression (called the predicate of the partial index). The index contains entries only for those table rows that satisfy the predicate.

                                                                  PostgreSQL: Documentation: 16: 11.8. Partial Indexes

                                                                  -

                                                                  PostgreSQL - Partial Index - GeeksforGeeks

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                                                                  +

                                                                  PostgreSQL - Partial Index - GeeksforGeeks

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/databases/sql-databases/postgres/others/index.html b/databases/sql-databases/postgres/others/index.html index 1b7d2702732..11c7e8a7be9 100644 --- a/databases/sql-databases/postgres/others/index.html +++ b/databases/sql-databases/postgres/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/postgres/parameters-configuration-optimization/index.html b/databases/sql-databases/postgres/parameters-configuration-optimization/index.html index 9f10ae84db5..233ca37f2c5 100644 --- a/databases/sql-databases/postgres/parameters-configuration-optimization/index.html +++ b/databases/sql-databases/postgres/parameters-configuration-optimization/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/postgres/replication/index.html b/databases/sql-databases/postgres/replication/index.html index d4bf73038f3..389cacd8788 100644 --- a/databases/sql-databases/postgres/replication/index.html +++ b/databases/sql-databases/postgres/replication/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/postgres/table-partitioning/index.html b/databases/sql-databases/postgres/table-partitioning/index.html index c31203896e4..399be58d414 100644 --- a/databases/sql-databases/postgres/table-partitioning/index.html +++ b/databases/sql-databases/postgres/table-partitioning/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/databases/sql-databases/rdbms/index.html b/databases/sql-databases/rdbms/index.html index 584d70658fd..76fb804c9a8 100644 --- a/databases/sql-databases/rdbms/index.html +++ b/databases/sql-databases/rdbms/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/blockchain/index.html b/decentralized-applications/blockchain/index.html index 6d60e499951..0def8ca5cba 100644 --- a/decentralized-applications/blockchain/index.html +++ b/decentralized-applications/blockchain/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/bip39/index.html b/decentralized-applications/coins-tokens-chains/bip39/index.html index 3f993d79ed7..83c74033e1b 100644 --- a/decentralized-applications/coins-tokens-chains/bip39/index.html +++ b/decentralized-applications/coins-tokens-chains/bip39/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/bitcoin/index.html b/decentralized-applications/coins-tokens-chains/bitcoin/index.html index 589f383186c..b39385e2f27 100644 --- a/decentralized-applications/coins-tokens-chains/bitcoin/index.html +++ b/decentralized-applications/coins-tokens-chains/bitcoin/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/bnb/index.html b/decentralized-applications/coins-tokens-chains/bnb/index.html index 7228ef5e6e7..ccb884b630d 100644 --- a/decentralized-applications/coins-tokens-chains/bnb/index.html +++ b/decentralized-applications/coins-tokens-chains/bnb/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/cardano/index.html b/decentralized-applications/coins-tokens-chains/cardano/index.html index cd4cb84a93d..de717b04652 100644 --- a/decentralized-applications/coins-tokens-chains/cardano/index.html +++ b/decentralized-applications/coins-tokens-chains/cardano/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/celestia/index.html b/decentralized-applications/coins-tokens-chains/celestia/index.html index 08af5e27149..da7d713c160 100644 --- a/decentralized-applications/coins-tokens-chains/celestia/index.html +++ b/decentralized-applications/coins-tokens-chains/celestia/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/coin-token-intro/index.html b/decentralized-applications/coins-tokens-chains/coin-token-intro/index.html index 02ec9402dd4..e62d9cf6e9d 100644 --- a/decentralized-applications/coins-tokens-chains/coin-token-intro/index.html +++ b/decentralized-applications/coins-tokens-chains/coin-token-intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/dai/index.html b/decentralized-applications/coins-tokens-chains/dai/index.html index c16b64f581e..6ba47f6c7b4 100644 --- a/decentralized-applications/coins-tokens-chains/dai/index.html +++ b/decentralized-applications/coins-tokens-chains/dai/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/dtokens/index.html b/decentralized-applications/coins-tokens-chains/dtokens/index.html index ed9ded200ca..1c449e4d55e 100644 --- a/decentralized-applications/coins-tokens-chains/dtokens/index.html +++ b/decentralized-applications/coins-tokens-chains/dtokens/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/dual-token-economy/index.html b/decentralized-applications/coins-tokens-chains/dual-token-economy/index.html index c6cc60c7489..9ed33f43aa2 100644 --- a/decentralized-applications/coins-tokens-chains/dual-token-economy/index.html +++ b/decentralized-applications/coins-tokens-chains/dual-token-economy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/index.html b/decentralized-applications/coins-tokens-chains/index.html index 75577be7407..1e78aa3dd64 100644 --- a/decentralized-applications/coins-tokens-chains/index.html +++ b/decentralized-applications/coins-tokens-chains/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/litecoin/index.html b/decentralized-applications/coins-tokens-chains/litecoin/index.html index 425a147c899..89987a7e8fc 100644 --- a/decentralized-applications/coins-tokens-chains/litecoin/index.html +++ b/decentralized-applications/coins-tokens-chains/litecoin/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/near-protocol/index.html b/decentralized-applications/coins-tokens-chains/near-protocol/index.html index 684a2e03907..2714d3e205d 100644 --- a/decentralized-applications/coins-tokens-chains/near-protocol/index.html +++ b/decentralized-applications/coins-tokens-chains/near-protocol/index.html @@ -19,8 +19,8 @@ - - + + @@ -28,9 +28,9 @@

                                                                  Near Protocol

                                                                  What Is NEAR Protocol (NEAR)?​

                                                                  -

                                                                  NEAR Protocol is a layer-one blockchain that was designed as a community-run cloud computing platform and that eliminates some of the limitations that have been bogging competing blockchains, such as low transaction speeds, low throughput and poor interoperability. This provides the ideal environment for DApps and creates a developer and user-friendly platform. For instance, NEAR uses human-readable account names, unlike the cryptographic wallet addresses common to Ethereum. NEAR also introduces unique solutions to scaling problems and has its own consensus mechanism called “Doomslug.”

                                                                  +

                                                                  NEAR Protocol is a layer-one blockchain that was designed as a community-run cloud computing platform and that eliminates some of the limitations that have been bogging competing blockchains, such as low transaction speeds, low throughput and poor interoperability. This provides the ideal environment for DApps and creates a developer and user-friendly platform. For instance, NEAR uses human-readable account names, unlike the cryptographic wallet addresses common to Ethereum. NEAR also introduces unique solutions to scaling problems and has its own consensus mechanism called "Doomslug."

                                                                  What Makes NEAR Protocol (NEAR) Unique?​

                                                                  -

                                                                  NEAR uses its Nightshade technology to improve transaction throughput massively. Nightshade is a variation of sharding, in which individual sets of validators process transactions in parallel across multiple sharded chains, improving the overall capacity of the blockchain. In contrast to “regular” sharding, shards in Nightshade produce a fraction of the next block, called “chunks.” In doing so, NEAR Protocol is able to achieve up to 100,000 transactions per second and achieve near-instant transaction finality thanks to a one-second block cadence while simultaneously keeping transaction fees at virtually zero.

                                                                  +

                                                                  NEAR uses its Nightshade technology to improve transaction throughput massively. Nightshade is a variation of sharding, in which individual sets of validators process transactions in parallel across multiple sharded chains, improving the overall capacity of the blockchain. In contrast to "regular" sharding, shards in Nightshade produce a fraction of the next block, called "chunks." In doing so, NEAR Protocol is able to achieve up to 100,000 transactions per second and achieve near-instant transaction finality thanks to a one-second block cadence while simultaneously keeping transaction fees at virtually zero.

                                                                  NEAR Protocol also improves upon the convoluted onboarding process of other blockchains by having human-readable addresses and building decentralized applications with similar registration flow to what users have already experienced. Moreover, it provides developers with modular components, helping them start projects like token contracts or NFTs more quickly.

                                                                  NEAR Protocol price today, NEAR to USD live price, marketcap and chart | CoinMarketCap

                                                                  @@ -38,6 +38,6 @@
                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  Near Protocol: NEAR is On a ROLL!! Top 10 Crypto NEXT!? - YouTube

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/decentralized-applications/coins-tokens-chains/nft-non-fungible-tokens/index.html b/decentralized-applications/coins-tokens-chains/nft-non-fungible-tokens/index.html index 66f1a8ccf3c..4d43785bb36 100644 --- a/decentralized-applications/coins-tokens-chains/nft-non-fungible-tokens/index.html +++ b/decentralized-applications/coins-tokens-chains/nft-non-fungible-tokens/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/ordinals/index.html b/decentralized-applications/coins-tokens-chains/ordinals/index.html index 1131672321b..4a0ef0959eb 100644 --- a/decentralized-applications/coins-tokens-chains/ordinals/index.html +++ b/decentralized-applications/coins-tokens-chains/ordinals/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/stable-coins/index.html b/decentralized-applications/coins-tokens-chains/stable-coins/index.html index 02fe05ae6cb..ad09946e555 100644 --- a/decentralized-applications/coins-tokens-chains/stable-coins/index.html +++ b/decentralized-applications/coins-tokens-chains/stable-coins/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/thorchain/index.html b/decentralized-applications/coins-tokens-chains/thorchain/index.html index 12da551f772..0f07fd4b27f 100644 --- a/decentralized-applications/coins-tokens-chains/thorchain/index.html +++ b/decentralized-applications/coins-tokens-chains/thorchain/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/uniswap/index.html b/decentralized-applications/coins-tokens-chains/uniswap/index.html index f256e02f84d..512593758d0 100644 --- a/decentralized-applications/coins-tokens-chains/uniswap/index.html +++ b/decentralized-applications/coins-tokens-chains/uniswap/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/usdc/index.html b/decentralized-applications/coins-tokens-chains/usdc/index.html index 9a24ac3f3a1..c38d9bf4170 100644 --- a/decentralized-applications/coins-tokens-chains/usdc/index.html +++ b/decentralized-applications/coins-tokens-chains/usdc/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/usdt/index.html b/decentralized-applications/coins-tokens-chains/usdt/index.html index 7eb842f79ba..176fc0707c1 100644 --- a/decentralized-applications/coins-tokens-chains/usdt/index.html +++ b/decentralized-applications/coins-tokens-chains/usdt/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/vechain/index.html b/decentralized-applications/coins-tokens-chains/vechain/index.html index 55c9ded2bca..0f5077e3b8c 100644 --- a/decentralized-applications/coins-tokens-chains/vechain/index.html +++ b/decentralized-applications/coins-tokens-chains/vechain/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/coins-tokens-chains/wallets/index.html b/decentralized-applications/coins-tokens-chains/wallets/index.html index f6d4509bea3..1e87ad7de90 100644 --- a/decentralized-applications/coins-tokens-chains/wallets/index.html +++ b/decentralized-applications/coins-tokens-chains/wallets/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/consensus-protocols/index.html b/decentralized-applications/consensus-protocols/index.html index b676831dc69..88f7dfb2b3f 100644 --- a/decentralized-applications/consensus-protocols/index.html +++ b/decentralized-applications/consensus-protocols/index.html @@ -19,8 +19,8 @@ - - + + @@ -54,7 +54,7 @@

                                                                  Delegated Proof of Stake (DPoS)​

                                                                  Delegated Proof Of Stake (DPoS) is a consensus algorithm which is an advancement of the fundamental concepts of Proof Of Stake. Delegated Proof of Stake (DPoS) consensus algorithm was developed by Daniel Larimer, founder of BitShares, Steemit and EOS in 2014.

                                                                  -

                                                                  In Proof of Stake consensus system, each person who stakes a token can participate to the “mintage” process which means that they get a chance to select layer two nodes which further validates block and be rewarded for adding blocks to blockchain. DPos system is maintained by an election system for choosing nodes which verify blocks. These nodes are called “witnesses” or “block producers”.

                                                                  +

                                                                  In Proof of Stake consensus system, each person who stakes a token can participate to the "mintage" process which means that they get a chance to select layer two nodes which further validates block and be rewarded for adding blocks to blockchain. DPos system is maintained by an election system for choosing nodes which verify blocks. These nodes are called "witnesses" or "block producers".

                                                                  Advantages​

                                                                  1. DPoS blockchains have good protection from double-spending.
                                                                    2. @@ -160,6 +160,6 @@

                                                                    POX - Proof of Transfer - STX​

                                                                    Endgame: Proof of Governance - Jon Charbonneau

                                                                    -

                                                                    Understanding Attack Vectors in Bitcoin's Proof of Work (PoW) and Ethereum's Proof of Stake (PoS):

                                                                    Copyright © 2025 Deep Notes, Built with ❤️
                                                                    +

                                                                    Understanding Attack Vectors in Bitcoin's Proof of Work (PoW) and Ethereum's Proof of Stake (PoS):

                                                                    Copyright © 2025 Deep Notes, Built with ❤️
                                                                    \ No newline at end of file diff --git a/decentralized-applications/crypto-exchanges/index.html b/decentralized-applications/crypto-exchanges/index.html index 7803dbea7cb..9a83fb4a88c 100644 --- a/decentralized-applications/crypto-exchanges/index.html +++ b/decentralized-applications/crypto-exchanges/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/crypto-future/index.html b/decentralized-applications/crypto-future/index.html index 6691849fefe..8dedb81669e 100644 --- a/decentralized-applications/crypto-future/index.html +++ b/decentralized-applications/crypto-future/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/crypto-investing/index.html b/decentralized-applications/crypto-investing/index.html index 49104788685..469da63a409 100644 --- a/decentralized-applications/crypto-investing/index.html +++ b/decentralized-applications/crypto-investing/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/crypto-news/index.html b/decentralized-applications/crypto-news/index.html index 1ea939583aa..a43f27a2b5e 100644 --- a/decentralized-applications/crypto-news/index.html +++ b/decentralized-applications/crypto-news/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/defi-apps/index.html b/decentralized-applications/defi-apps/index.html index c68878af5e6..40febf7a2f1 100644 --- a/decentralized-applications/defi-apps/index.html +++ b/decentralized-applications/defi-apps/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/defi/index.html b/decentralized-applications/defi/index.html index d0b374629ea..9224e2c4f40 100644 --- a/decentralized-applications/defi/index.html +++ b/decentralized-applications/defi/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/development/index.html b/decentralized-applications/development/index.html index 77b49bc5472..87c5b5ec06f 100644 --- a/decentralized-applications/development/index.html +++ b/decentralized-applications/development/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/development/infura/index.html b/decentralized-applications/development/infura/index.html index ef8d2b1d5b7..e4c1ae503d7 100644 --- a/decentralized-applications/development/infura/index.html +++ b/decentralized-applications/development/infura/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/development/sample-code/index.html b/decentralized-applications/development/sample-code/index.html index 88a526612ef..20716d8f13b 100644 --- a/decentralized-applications/development/sample-code/index.html +++ b/decentralized-applications/development/sample-code/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/01-intro-to-ethereum/index.html b/decentralized-applications/ethereum/01-intro-to-ethereum/index.html index ad9313ddd75..bcd9ed8722c 100644 --- a/decentralized-applications/ethereum/01-intro-to-ethereum/index.html +++ b/decentralized-applications/ethereum/01-intro-to-ethereum/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/02-intro-to-ether/index.html b/decentralized-applications/ethereum/02-intro-to-ether/index.html index 9337dc6471a..72811bd3548 100644 --- a/decentralized-applications/ethereum/02-intro-to-ether/index.html +++ b/decentralized-applications/ethereum/02-intro-to-ether/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/03-intro-to-dapps/index.html b/decentralized-applications/ethereum/03-intro-to-dapps/index.html index 0ba8d2b8f4b..5a8771d8c44 100644 --- a/decentralized-applications/ethereum/03-intro-to-dapps/index.html +++ b/decentralized-applications/ethereum/03-intro-to-dapps/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/05-accounts/index.html b/decentralized-applications/ethereum/05-accounts/index.html index 2c68cafce3c..d6693bc0173 100644 --- a/decentralized-applications/ethereum/05-accounts/index.html +++ b/decentralized-applications/ethereum/05-accounts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/06-transactions/index.html b/decentralized-applications/ethereum/06-transactions/index.html index 12d4b71bb71..740f1ba871c 100644 --- a/decentralized-applications/ethereum/06-transactions/index.html +++ b/decentralized-applications/ethereum/06-transactions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/07-blocks/index.html b/decentralized-applications/ethereum/07-blocks/index.html index a9f4b92df1b..0e6647df9db 100644 --- a/decentralized-applications/ethereum/07-blocks/index.html +++ b/decentralized-applications/ethereum/07-blocks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/08-evm/index.html b/decentralized-applications/ethereum/08-evm/index.html index 1c56c4a9234..bf22fbddb4c 100644 --- a/decentralized-applications/ethereum/08-evm/index.html +++ b/decentralized-applications/ethereum/08-evm/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/09-gas/index.html b/decentralized-applications/ethereum/09-gas/index.html index b144129f501..dd0dd87d5b4 100644 --- a/decentralized-applications/ethereum/09-gas/index.html +++ b/decentralized-applications/ethereum/09-gas/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/10-nodes-and-clients/index.html b/decentralized-applications/ethereum/10-nodes-and-clients/index.html index 58f97b06271..8aee1b5a609 100644 --- a/decentralized-applications/ethereum/10-nodes-and-clients/index.html +++ b/decentralized-applications/ethereum/10-nodes-and-clients/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/30-bridges/index.html b/decentralized-applications/ethereum/30-bridges/index.html index 47bb2493b2e..73e47a6e7af 100644 --- a/decentralized-applications/ethereum/30-bridges/index.html +++ b/decentralized-applications/ethereum/30-bridges/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/40-proof-of-stake/index.html b/decentralized-applications/ethereum/40-proof-of-stake/index.html index a041c56d140..bcf5c233f9f 100644 --- a/decentralized-applications/ethereum/40-proof-of-stake/index.html +++ b/decentralized-applications/ethereum/40-proof-of-stake/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/41-rewards-and-penalties/index.html b/decentralized-applications/ethereum/41-rewards-and-penalties/index.html index c8c639dd818..0820bdf6156 100644 --- a/decentralized-applications/ethereum/41-rewards-and-penalties/index.html +++ b/decentralized-applications/ethereum/41-rewards-and-penalties/index.html @@ -3,7 +3,7 @@ -Rewards and Penalties | Deep Notes +Rewards and Penalties | Deep Notes @@ -19,15 +19,15 @@ - - + +

                                                                    Rewards and Penalties

                                                                    -

                                                                    There are two primary roles for a validator: 1) checking new blocks and “attesting” to them if they are valid, 2) proposing new blocks when selected at random from the total validator pool. If the validator fails to do either of these tasks when asked they miss out on an ether payout. Validators are also sometimes tasked with signature aggregation and participating in sync committees.

                                                                    +

                                                                    There are two primary roles for a validator: 1) checking new blocks and "attesting" to them if they are valid, 2) proposing new blocks when selected at random from the total validator pool. If the validator fails to do either of these tasks when asked they miss out on an ether payout. Validators are also sometimes tasked with signature aggregation and participating in sync committees.

                                                                    Block Rewards​

                                                                    Validators receive block rewards for proposing and attesting to new blocks on the Ethereum 2.0 Beacon Chain. These block rewards are created through the inflation of the total supply of ETH and are distributed among the active validators based on their effective balance (the amount of ETH they have staked as collateral). Validators with larger stakes receive a proportionally larger share of the rewards. The specific formula for calculating a validator's share of block rewards may vary, but it generally depends on their effective balance and the total amount of ETH staked in the network.

                                                                    Attestation Rewards (Epoch Rewards)​

                                                                    @@ -41,6 +41,6 @@

                                                                    Inactiv

                                                                    Proof-of-stake rewards and penalties | ethereum.org

                                                                    Upgrading Ethereum | 2.8.4 Rewards

                                                                    -

                                                                    Rewards and Penalties - Ethereum Staking Knowledge Base

                                                                    Copyright © 2025 Deep Notes, Built with ❤️
                                                                    +

                                                                    Rewards and Penalties - Ethereum Staking Knowledge Base

                                                                    Copyright © 2025 Deep Notes, Built with ❤️
                                                                    \ No newline at end of file diff --git a/decentralized-applications/ethereum/42-block-proposals/index.html b/decentralized-applications/ethereum/42-block-proposals/index.html index b6eb36b19c6..b4ae2990c05 100644 --- a/decentralized-applications/ethereum/42-block-proposals/index.html +++ b/decentralized-applications/ethereum/42-block-proposals/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/arbitrum/index.html b/decentralized-applications/ethereum/arbitrum/index.html index 732c41c1ffe..6eb6637f6ab 100644 --- a/decentralized-applications/ethereum/arbitrum/index.html +++ b/decentralized-applications/ethereum/arbitrum/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/dao/index.html b/decentralized-applications/ethereum/dao/index.html index 256484992f6..104cb8007fc 100644 --- a/decentralized-applications/ethereum/dao/index.html +++ b/decentralized-applications/ethereum/dao/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/erc-4337/index.html b/decentralized-applications/ethereum/erc-4337/index.html index 98dd04acd2e..6b4d2332ff7 100644 --- a/decentralized-applications/ethereum/erc-4337/index.html +++ b/decentralized-applications/ethereum/erc-4337/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/ethereum-intro/index.html b/decentralized-applications/ethereum/ethereum-intro/index.html index 0c5749090eb..326817560fe 100644 --- a/decentralized-applications/ethereum/ethereum-intro/index.html +++ b/decentralized-applications/ethereum/ethereum-intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/ethereum-staking/index.html b/decentralized-applications/ethereum/ethereum-staking/index.html index 79981e6027d..e2bd22f9d4c 100644 --- a/decentralized-applications/ethereum/ethereum-staking/index.html +++ b/decentralized-applications/ethereum/ethereum-staking/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/etherjs/index.html b/decentralized-applications/ethereum/etherjs/index.html index 4e44198e182..703922bcf61 100644 --- a/decentralized-applications/ethereum/etherjs/index.html +++ b/decentralized-applications/ethereum/etherjs/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/index.html b/decentralized-applications/ethereum/index.html index 439dfa00f9f..1612897c143 100644 --- a/decentralized-applications/ethereum/index.html +++ b/decentralized-applications/ethereum/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/layer-2-protocols/index.html b/decentralized-applications/ethereum/layer-2-protocols/index.html index 18eece07d3a..38d5e638ab7 100644 --- a/decentralized-applications/ethereum/layer-2-protocols/index.html +++ b/decentralized-applications/ethereum/layer-2-protocols/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/others/index.html b/decentralized-applications/ethereum/others/index.html index bfdb1932a43..8c68c3a8e24 100644 --- a/decentralized-applications/ethereum/others/index.html +++ b/decentralized-applications/ethereum/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/polygon/index.html b/decentralized-applications/ethereum/polygon/index.html index 1539e802cbc..cbef07f33e9 100644 --- a/decentralized-applications/ethereum/polygon/index.html +++ b/decentralized-applications/ethereum/polygon/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/solidity/index.html b/decentralized-applications/ethereum/solidity/index.html index 729bf753f98..891a18905ec 100644 --- a/decentralized-applications/ethereum/solidity/index.html +++ b/decentralized-applications/ethereum/solidity/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/ethereum/upgrades/index.html b/decentralized-applications/ethereum/upgrades/index.html index 6a235c7d92b..a3278b772ff 100644 --- a/decentralized-applications/ethereum/upgrades/index.html +++ b/decentralized-applications/ethereum/upgrades/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/index.html b/decentralized-applications/index.html index 79a4d30af3f..6e385077718 100644 --- a/decentralized-applications/index.html +++ b/decentralized-applications/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/intro/index.html b/decentralized-applications/intro/index.html index 60a8db3f694..eafaea7078d 100644 --- a/decentralized-applications/intro/index.html +++ b/decentralized-applications/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/key-concepts/index.html b/decentralized-applications/key-concepts/index.html index 2e79126438d..baa53beb4f0 100644 --- a/decentralized-applications/key-concepts/index.html +++ b/decentralized-applications/key-concepts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/liquidity-mining/index.html b/decentralized-applications/liquidity-mining/index.html index 32ae12c5977..f93002f96a1 100644 --- a/decentralized-applications/liquidity-mining/index.html +++ b/decentralized-applications/liquidity-mining/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/on-chain-analytics/index.html b/decentralized-applications/on-chain-analytics/index.html index 52ec1c8c223..4fb785d517c 100644 --- a/decentralized-applications/on-chain-analytics/index.html +++ b/decentralized-applications/on-chain-analytics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/others/index.html b/decentralized-applications/others/index.html index 8be105e38d8..5d8d414400e 100644 --- a/decentralized-applications/others/index.html +++ b/decentralized-applications/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/references-learning/index.html b/decentralized-applications/references-learning/index.html index ffe1f64d6ab..9c46447d2a4 100644 --- a/decentralized-applications/references-learning/index.html +++ b/decentralized-applications/references-learning/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/decentralized-applications/tokenomics/index.html b/decentralized-applications/tokenomics/index.html index 3e941fd15fa..f1ef67b4f8b 100644 --- a/decentralized-applications/tokenomics/index.html +++ b/decentralized-applications/tokenomics/index.html @@ -19,8 +19,8 @@ - - + + @@ -40,7 +40,7 @@

                                                                    Fair Launch Cryptocurrency​

                                                                    Despite the professed egalitarianism of cryptocurrency, new token distributions can skew in favor of private investors, the founders of the token or those who have been tipped off about a new crypto investment before launch.

                                                                    Check token distributions of popular coins and you may be shocked to learn that huge swathes of so-called decentralized networks are reserved for early investors or founders, leaving the general public as second-class investors.

                                                                    -

                                                                    The promise of a “fair launch” remedies these inequalities. The concept refers to projects that provide everyone with an equal chance of acquiring tokens, no matter their status, meaning that no party is privileged to an investment above any other.

                                                                    +

                                                                    The promise of a "fair launch" remedies these inequalities. The concept refers to projects that provide everyone with an equal chance of acquiring tokens, no matter their status, meaning that no party is privileged to an investment above any other.

                                                                    Fair launches gained popularity among those who think the market is rigged against them, jaded by whitelists, venture capital allocations and pre-mines that skew favor to the few in the know over the general population.

                                                                    What Is a 'Fair Launch' in Crypto?

                                                                    Fair Launch Coins List | Messari

                                                                    @@ -63,6 +63,6 @@

                                                                    The Nines

                                                                    Typical Architectures​

                                                                    -

                                                                    To achieve “4 nines” availability and beyond, we must consider:

                                                                    +

                                                                    To achieve "4 nines" availability and beyond, we must consider:

                                                                    1. System designs - designing for failure using:
                                                                        @@ -77,6 +77,6 @@

                                                                        Hot-Hot

                                                                        -

                                                                        How do We Design for High Availability?

                                                                        Copyright © 2025 Deep Notes, Built with ❤️
                                                                        +

                                                                        How do We Design for High Availability?

                                                                        Copyright © 2025 Deep Notes, Built with ❤️
                                                                        \ No newline at end of file diff --git a/devops/devops-intro/index.html b/devops/devops-intro/index.html index f72fc5d8c7c..d3a498dfe6e 100644 --- a/devops/devops-intro/index.html +++ b/devops/devops-intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/devops-intro/infra-as-code-iac/index.html b/devops/devops-intro/infra-as-code-iac/index.html index b3ca6d7c4cb..8269b00a997 100644 --- a/devops/devops-intro/infra-as-code-iac/index.html +++ b/devops/devops-intro/infra-as-code-iac/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/devops-intro/intro/index.html b/devops/devops-intro/intro/index.html index 2ae7c33dd46..6ca8476915f 100644 --- a/devops/devops-intro/intro/index.html +++ b/devops/devops-intro/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/devops-intro/load-balancer-features/index.html b/devops/devops-intro/load-balancer-features/index.html index f43df310e00..787607f6767 100644 --- a/devops/devops-intro/load-balancer-features/index.html +++ b/devops/devops-intro/load-balancer-features/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/devops-intro/load-balancer-tools/index.html b/devops/devops-intro/load-balancer-tools/index.html index 236201d8748..6b763833190 100644 --- a/devops/devops-intro/load-balancer-tools/index.html +++ b/devops/devops-intro/load-balancer-tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/devops-intro/load-balancer/index.html b/devops/devops-intro/load-balancer/index.html index 24672eab981..dd67a05e89c 100644 --- a/devops/devops-intro/load-balancer/index.html +++ b/devops/devops-intro/load-balancer/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/devops-intro/load-balancing-algorithms/index.html b/devops/devops-intro/load-balancing-algorithms/index.html index 9ed5b9594c2..ecb1563cce4 100644 --- a/devops/devops-intro/load-balancing-algorithms/index.html +++ b/devops/devops-intro/load-balancing-algorithms/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/devops-intro/others/index.html b/devops/devops-intro/others/index.html index 2164297636c..66335e96e6f 100644 --- a/devops/devops-intro/others/index.html +++ b/devops/devops-intro/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/devops-intro/platform-engineering/index.html b/devops/devops-intro/platform-engineering/index.html index ab6ad1dd636..e00af6284dc 100644 --- a/devops/devops-intro/platform-engineering/index.html +++ b/devops/devops-intro/platform-engineering/index.html @@ -3,7 +3,7 @@ -Platform Engineering | Deep Notes +Platform Engineering | Deep Notes @@ -19,15 +19,15 @@ - - + +

                                                                        Platform Engineering

                                                                        -

                                                                        Platform engineering is the discipline of designing and building toolchains and workflows that enable self-service capabilities for software engineering organizations in the cloud-native era. Platform engineers provide an integrated product most often referred to as an “Internal Developer Platform” covering the operational necessities of the entire lifecycle of an application. An Internal Developer Platform (IDP) encompasses a variety of technologies and tools, integrated in a manner that reduces cognitive load on developers while retaining essential context and underlying technologies. It helps operations structure their setup and enable developer self-service. Platform engineering done right means providing golden paths and paved roads that match the preferred abstraction level of the individual developer, who interacts with the IDP.

                                                                        +

                                                                        Platform engineering is the discipline of designing and building toolchains and workflows that enable self-service capabilities for software engineering organizations in the cloud-native era. Platform engineers provide an integrated product most often referred to as an "Internal Developer Platform" covering the operational necessities of the entire lifecycle of an application. An Internal Developer Platform (IDP) encompasses a variety of technologies and tools, integrated in a manner that reduces cognitive load on developers while retaining essential context and underlying technologies. It helps operations structure their setup and enable developer self-service. Platform engineering done right means providing golden paths and paved roads that match the preferred abstraction level of the individual developer, who interacts with the IDP.

                                                                        What is an internal developer platform?​

                                                                        An internal developer platform is focused on a company’s internal development practices. You define a set of recommended and supported development paths to production and incrementally "pave" a way through them with an internal platform. To use a real-world analogy, new paths often start out as dirt trails, but as more people use them, they're paved to improve safety while maintaining velocity and throughput. Paved paths within an internal developer platform have similar goals. They're designed to guide developers through critical requirements and standards without sacrificing developer delivery velocity. This is achieved by providing dev teams with standardized, secure, and scalable self-service capabilities. At the same time, you still make it easy for operations and your IT organization to ensure that the underlying infrastructure and tools are efficient, compliant, and cost-effective. While some paths might be partially paved, a fully paved, golden path reduces cognitive load for everyone involved. Developers are the primary consumers or customer of an internal developer platform. Automation and centralization enable efficient operations while still ensuring stakeholder requirements like compliance are met.

                                                                        @@ -36,6 +36,6 @@
                                                                        Copyright © 2025 Deep Notes, Built with ❤️
                                                                        +
                                                                        Copyright © 2025 Deep Notes, Built with ❤️
                                                                        \ No newline at end of file diff --git a/devops/devops-intro/proxy/index.html b/devops/devops-intro/proxy/index.html index ce358443d7d..0a0b4542ca0 100644 --- a/devops/devops-intro/proxy/index.html +++ b/devops/devops-intro/proxy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/devops-intro/sre-site-reliability-engineering/index.html b/devops/devops-intro/sre-site-reliability-engineering/index.html index 21271e5ca05..9931f29af8c 100644 --- a/devops/devops-intro/sre-site-reliability-engineering/index.html +++ b/devops/devops-intro/sre-site-reliability-engineering/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/concepts/index.html b/devops/docker/concepts/index.html index 2aae348a71e..932778d8ade 100644 --- a/devops/docker/concepts/index.html +++ b/devops/docker/concepts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/containers/index.html b/devops/docker/containers/index.html index cdb74ae53a5..c4eeb69d1f5 100644 --- a/devops/docker/containers/index.html +++ b/devops/docker/containers/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/docker-commands/index.html b/devops/docker/docker-commands/index.html index f2fc3d680b9..8c5a5721f9c 100644 --- a/devops/docker/docker-commands/index.html +++ b/devops/docker/docker-commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/docker-compose-example/index.html b/devops/docker/docker-compose-example/index.html index b632573af1f..3a0d651a996 100644 --- a/devops/docker/docker-compose-example/index.html +++ b/devops/docker/docker-compose-example/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/docker-compose/index.html b/devops/docker/docker-compose/index.html index 4b7e72ea50a..98d60b31475 100644 --- a/devops/docker/docker-compose/index.html +++ b/devops/docker/docker-compose/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/dockerfile-example/index.html b/devops/docker/dockerfile-example/index.html index 6aa1b18c610..59aaa7afd13 100644 --- a/devops/docker/dockerfile-example/index.html +++ b/devops/docker/dockerfile-example/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/dockerfiles/index.html b/devops/docker/dockerfiles/index.html index 75fe0680ee7..40c15798fde 100644 --- a/devops/docker/dockerfiles/index.html +++ b/devops/docker/dockerfiles/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/index.html b/devops/docker/index.html index 0e3a88c62b4..61af6ff8175 100644 --- a/devops/docker/index.html +++ b/devops/docker/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/intro/index.html b/devops/docker/intro/index.html index 399b411002c..779e568196b 100644 --- a/devops/docker/intro/index.html +++ b/devops/docker/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/networking/index.html b/devops/docker/networking/index.html index e50475b2cef..02b74b78516 100644 --- a/devops/docker/networking/index.html +++ b/devops/docker/networking/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/others/index.html b/devops/docker/others/index.html index fe3fd8a0f17..8a900399780 100644 --- a/devops/docker/others/index.html +++ b/devops/docker/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/service-configuration-reference/index.html b/devops/docker/service-configuration-reference/index.html index 3933b26642c..239df721bd4 100644 --- a/devops/docker/service-configuration-reference/index.html +++ b/devops/docker/service-configuration-reference/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/docker/stack-swarm/index.html b/devops/docker/stack-swarm/index.html index 130d0fbea2b..3821195e8ec 100644 --- a/devops/docker/stack-swarm/index.html +++ b/devops/docker/stack-swarm/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/ides/index.html b/devops/ides/index.html index 03d0a7ef108..54ee59d86ce 100644 --- a/devops/ides/index.html +++ b/devops/ides/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/ides/jupyter-jupyterlab-notebook/index.html b/devops/ides/jupyter-jupyterlab-notebook/index.html index f397e70068e..0998f9b98d3 100644 --- a/devops/ides/jupyter-jupyterlab-notebook/index.html +++ b/devops/ides/jupyter-jupyterlab-notebook/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/ides/jupyter-jupyterlab-notebook/template/index.html b/devops/ides/jupyter-jupyterlab-notebook/template/index.html index aff4060578f..4d3736b3991 100644 --- a/devops/ides/jupyter-jupyterlab-notebook/template/index.html +++ b/devops/ides/jupyter-jupyterlab-notebook/template/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/ides/jupyter-jupyterlab-notebook/tools/index.html b/devops/ides/jupyter-jupyterlab-notebook/tools/index.html index eb97b582d2f..4aa9299d5d5 100644 --- a/devops/ides/jupyter-jupyterlab-notebook/tools/index.html +++ b/devops/ides/jupyter-jupyterlab-notebook/tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/ides/mac/index.html b/devops/ides/mac/index.html index c842e40be93..142f52f9de2 100644 --- a/devops/ides/mac/index.html +++ b/devops/ides/mac/index.html @@ -19,8 +19,8 @@ - - + + @@ -167,8 +167,12 @@

                                                                        Screen reco @@ -298,6 +302,6 @@

                                                                        ipv6 disable
                                                                        sudo sysctl -w net.ipv6.conf.all.disable_ipv6=1

                                                                        sudo sysctl -w net.ipv6.conf.default.disable_ipv6=1

                                                                        windows

                                                                        https://networking.grok.lsu.edu/article.aspx?articleid=17573

                                                                        -

                                                                        settings (google search - how to disable ipv6 in windows)

                                                                        Copyright © 2025 Deep Notes, Built with ❤️
                                                                        +

                                                                        settings (google search - how to disable ipv6 in windows)

                                                                        Copyright © 2025 Deep Notes, Built with ❤️
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- + + diff --git a/devops/kubernetes/helm/index.html b/devops/kubernetes/helm/index.html index 29815a27865..5d6c39f007f 100644 --- a/devops/kubernetes/helm/index.html +++ b/devops/kubernetes/helm/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/index.html b/devops/kubernetes/index.html index 2f98776b050..7a94e7cf6a5 100644 --- a/devops/kubernetes/index.html +++ b/devops/kubernetes/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/intro/index.html b/devops/kubernetes/intro/index.html index 367a096e76f..d56517c9ee7 100644 --- a/devops/kubernetes/intro/index.html +++ b/devops/kubernetes/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/keda/index.html b/devops/kubernetes/keda/index.html index 1f80418f6d6..427f2a42da1 100644 --- a/devops/kubernetes/keda/index.html +++ b/devops/kubernetes/keda/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/kubectl-commands/index.html b/devops/kubernetes/kubectl-commands/index.html index 2a9c6a5a62b..2a93233d09f 100644 --- a/devops/kubernetes/kubectl-commands/index.html +++ b/devops/kubernetes/kubectl-commands/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/devops/kubernetes/others/index.html b/devops/kubernetes/others/index.html index e153908c179..f1b0f1d2ea3 100644 --- a/devops/kubernetes/others/index.html +++ b/devops/kubernetes/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/outline-documentation/index.html b/devops/kubernetes/outline-documentation/index.html index 5b7ddfc4e50..32c9c166e12 100644 --- a/devops/kubernetes/outline-documentation/index.html +++ b/devops/kubernetes/outline-documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/reference/index.html b/devops/kubernetes/reference/index.html index 099431fec72..dc5781bc401 100644 --- a/devops/kubernetes/reference/index.html +++ b/devops/kubernetes/reference/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/reference/quality-of-service-qos/index.html b/devops/kubernetes/reference/quality-of-service-qos/index.html index c71186cfc9b..45be4816b45 100644 --- a/devops/kubernetes/reference/quality-of-service-qos/index.html +++ b/devops/kubernetes/reference/quality-of-service-qos/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/reference/rbac/index.html b/devops/kubernetes/reference/rbac/index.html index 4f245eba653..1fa19e21687 100644 --- a/devops/kubernetes/reference/rbac/index.html +++ b/devops/kubernetes/reference/rbac/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/services-loadbalancing-and-networking/index.html b/devops/kubernetes/services-loadbalancing-and-networking/index.html index e954fdf0597..e33fa44a17a 100644 --- a/devops/kubernetes/services-loadbalancing-and-networking/index.html +++ b/devops/kubernetes/services-loadbalancing-and-networking/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/services-loadbalancing-and-networking/ingress/index.html b/devops/kubernetes/services-loadbalancing-and-networking/ingress/index.html index 4a08c439e8b..35a864870b5 100644 --- a/devops/kubernetes/services-loadbalancing-and-networking/ingress/index.html +++ b/devops/kubernetes/services-loadbalancing-and-networking/ingress/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/services-loadbalancing-and-networking/others/index.html b/devops/kubernetes/services-loadbalancing-and-networking/others/index.html index 51ffc2b7b19..5dcf50b5bab 100644 --- a/devops/kubernetes/services-loadbalancing-and-networking/others/index.html +++ b/devops/kubernetes/services-loadbalancing-and-networking/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/services-loadbalancing-and-networking/services/index.html b/devops/kubernetes/services-loadbalancing-and-networking/services/index.html index 5235003e4c9..8f746ec41da 100644 --- a/devops/kubernetes/services-loadbalancing-and-networking/services/index.html +++ b/devops/kubernetes/services-loadbalancing-and-networking/services/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/storage/index.html b/devops/kubernetes/storage/index.html index 70039e88820..98b0176463f 100644 --- a/devops/kubernetes/storage/index.html +++ b/devops/kubernetes/storage/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/tasks/index.html b/devops/kubernetes/tasks/index.html index 6c59fc4d5bb..039e30278a9 100644 --- a/devops/kubernetes/tasks/index.html +++ b/devops/kubernetes/tasks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/tools-scaling/index.html b/devops/kubernetes/tools-scaling/index.html index 297deb697fa..9d84d40c6e7 100644 --- a/devops/kubernetes/tools-scaling/index.html +++ b/devops/kubernetes/tools-scaling/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/tools-serverless/index.html b/devops/kubernetes/tools-serverless/index.html index bb20e664f52..e6d5283a145 100644 --- a/devops/kubernetes/tools-serverless/index.html +++ b/devops/kubernetes/tools-serverless/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/tools/index.html b/devops/kubernetes/tools/index.html index 47220693c25..4e10e0d145d 100644 --- a/devops/kubernetes/tools/index.html +++ b/devops/kubernetes/tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/troubleshooting/index.html b/devops/kubernetes/troubleshooting/index.html index 3bc94cda728..2b425f60316 100644 --- a/devops/kubernetes/troubleshooting/index.html +++ b/devops/kubernetes/troubleshooting/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/workloads/controllers/index.html b/devops/kubernetes/workloads/controllers/index.html index c2d171109b2..bee9ca3f112 100644 --- a/devops/kubernetes/workloads/controllers/index.html +++ b/devops/kubernetes/workloads/controllers/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/workloads/index.html b/devops/kubernetes/workloads/index.html index ea48a1176fb..a1715368616 100644 --- a/devops/kubernetes/workloads/index.html +++ b/devops/kubernetes/workloads/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/workloads/others/index.html b/devops/kubernetes/workloads/others/index.html index 5a6d87128b2..91da2517558 100644 --- a/devops/kubernetes/workloads/others/index.html +++ b/devops/kubernetes/workloads/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/workloads/pod-lifecycle/index.html b/devops/kubernetes/workloads/pod-lifecycle/index.html index 5e4f5463954..7be2657c45a 100644 --- a/devops/kubernetes/workloads/pod-lifecycle/index.html +++ b/devops/kubernetes/workloads/pod-lifecycle/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/kubernetes/workloads/pods/index.html b/devops/kubernetes/workloads/pods/index.html index 8c297b4268b..317921ca8e9 100644 --- a/devops/kubernetes/workloads/pods/index.html +++ b/devops/kubernetes/workloads/pods/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/grafana-loki/index.html b/devops/monitoring/grafana-loki/index.html index f8a8e889711..b01b39675f3 100644 --- a/devops/monitoring/grafana-loki/index.html +++ b/devops/monitoring/grafana-loki/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/grafana/index.html b/devops/monitoring/grafana/index.html index 05b77229ca2..445926f1d4a 100644 --- a/devops/monitoring/grafana/index.html +++ b/devops/monitoring/grafana/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/graphite/index.html b/devops/monitoring/graphite/index.html index 71acc55631e..3a888b30bad 100644 --- a/devops/monitoring/graphite/index.html +++ b/devops/monitoring/graphite/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/index.html b/devops/monitoring/index.html index 700cd276352..f919f35a50d 100644 --- a/devops/monitoring/index.html +++ b/devops/monitoring/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/istio/architecture/index.html b/devops/monitoring/istio/architecture/index.html index 44d597bbbaa..4dfca8dcc1e 100644 --- a/devops/monitoring/istio/architecture/index.html +++ b/devops/monitoring/istio/architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/istio/commands/index.html b/devops/monitoring/istio/commands/index.html index 9fce22e4ea2..78088e2a1bd 100644 --- a/devops/monitoring/istio/commands/index.html +++ b/devops/monitoring/istio/commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/istio/examples/index.html b/devops/monitoring/istio/examples/index.html index 65cf5691c2c..bc2facf9356 100644 --- a/devops/monitoring/istio/examples/index.html +++ b/devops/monitoring/istio/examples/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/istio/index.html b/devops/monitoring/istio/index.html index ae5bf455158..77ccf7dcdb6 100644 --- a/devops/monitoring/istio/index.html +++ b/devops/monitoring/istio/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/istio/intro/index.html b/devops/monitoring/istio/intro/index.html index 048342dbbe1..a9a5134be30 100644 --- a/devops/monitoring/istio/intro/index.html +++ b/devops/monitoring/istio/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/istio/observability/index.html b/devops/monitoring/istio/observability/index.html index 4044cb46f4d..e6b421a4205 100644 --- a/devops/monitoring/istio/observability/index.html +++ b/devops/monitoring/istio/observability/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/istio/operations/index.html b/devops/monitoring/istio/operations/index.html index d0d53eb2f2a..db3f132a07a 100644 --- a/devops/monitoring/istio/operations/index.html +++ b/devops/monitoring/istio/operations/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/istio/others/index.html b/devops/monitoring/istio/others/index.html index 3f9cd0b85eb..fc5cfadf3bd 100644 --- a/devops/monitoring/istio/others/index.html +++ b/devops/monitoring/istio/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/istio/security/index.html b/devops/monitoring/istio/security/index.html index d9c92bf94e8..e7ec91d2f28 100644 --- a/devops/monitoring/istio/security/index.html +++ b/devops/monitoring/istio/security/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/istio/tasks/index.html b/devops/monitoring/istio/tasks/index.html index e8c9fc5b7e7..2a13cfc23e2 100644 --- a/devops/monitoring/istio/tasks/index.html +++ b/devops/monitoring/istio/tasks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/istio/traffic-management/index.html b/devops/monitoring/istio/traffic-management/index.html index 074fd19ec88..1b13d294f26 100644 --- a/devops/monitoring/istio/traffic-management/index.html +++ b/devops/monitoring/istio/traffic-management/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/linkerd/index.html b/devops/monitoring/linkerd/index.html index 167ed23b4f7..78dcc04ac09 100644 --- a/devops/monitoring/linkerd/index.html +++ b/devops/monitoring/linkerd/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/metrics/index.html b/devops/monitoring/metrics/index.html index 72e5dd2a3ac..dda63948b5b 100644 --- a/devops/monitoring/metrics/index.html +++ b/devops/monitoring/metrics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/open-tracing/index.html b/devops/monitoring/open-tracing/index.html index ee36ccd10bf..7a5b0a0e374 100644 --- a/devops/monitoring/open-tracing/index.html +++ b/devops/monitoring/open-tracing/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/others/index.html b/devops/monitoring/others/index.html index 756755a158c..e8b48dbb61b 100644 --- a/devops/monitoring/others/index.html +++ b/devops/monitoring/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/prometheus/alert-manager/index.html b/devops/monitoring/prometheus/alert-manager/index.html index f0932dad284..faf9860fc57 100644 --- a/devops/monitoring/prometheus/alert-manager/index.html +++ b/devops/monitoring/prometheus/alert-manager/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/prometheus/index.html b/devops/monitoring/prometheus/index.html index 1d718bd8248..a5b4fba66ca 100644 --- a/devops/monitoring/prometheus/index.html +++ b/devops/monitoring/prometheus/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/prometheus/intro/index.html b/devops/monitoring/prometheus/intro/index.html index 7e700bd8a06..192274e4c17 100644 --- a/devops/monitoring/prometheus/intro/index.html +++ b/devops/monitoring/prometheus/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/prometheus/prometheus-architecture/index.html b/devops/monitoring/prometheus/prometheus-architecture/index.html index 08a160f1e46..ba2844fb549 100644 --- a/devops/monitoring/prometheus/prometheus-architecture/index.html +++ b/devops/monitoring/prometheus/prometheus-architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/prometheus/querying/index.html b/devops/monitoring/prometheus/querying/index.html index 0dde2dfe516..82210f85579 100644 --- a/devops/monitoring/prometheus/querying/index.html +++ b/devops/monitoring/prometheus/querying/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/prometheus/rules/index.html b/devops/monitoring/prometheus/rules/index.html index 9afd3842fc1..c0eea36209b 100644 --- a/devops/monitoring/prometheus/rules/index.html +++ b/devops/monitoring/prometheus/rules/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/service-mesh/index.html b/devops/monitoring/service-mesh/index.html index f41a3091732..9399d7a2728 100644 --- a/devops/monitoring/service-mesh/index.html +++ b/devops/monitoring/service-mesh/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/telegraf/commands-and-configs/index.html b/devops/monitoring/telegraf/commands-and-configs/index.html index 16c4cc9cd29..5b7d64c8ae1 100644 --- a/devops/monitoring/telegraf/commands-and-configs/index.html +++ b/devops/monitoring/telegraf/commands-and-configs/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/monitoring/telegraf/index.html b/devops/monitoring/telegraf/index.html index 2c61a52796f..783797a4df6 100644 --- a/devops/monitoring/telegraf/index.html +++ b/devops/monitoring/telegraf/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/others/backstage/index.html b/devops/others/backstage/index.html index 20c02a6427e..e6186c93761 100644 --- a/devops/others/backstage/index.html +++ b/devops/others/backstage/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/others/coresync-pacemaker/index.html b/devops/others/coresync-pacemaker/index.html index 26389ef6795..8a317d8c8ea 100644 --- a/devops/others/coresync-pacemaker/index.html +++ b/devops/others/coresync-pacemaker/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/others/devtron/index.html b/devops/others/devtron/index.html index 6a8b15c0469..bf3b8db583b 100644 --- a/devops/others/devtron/index.html +++ b/devops/others/devtron/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/others/index.html b/devops/others/index.html index 940936dcbf4..43d31c60928 100644 --- a/devops/others/index.html +++ b/devops/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/others/jenkins/index.html b/devops/others/jenkins/index.html index bbfc0c7d956..f3c0bca81a1 100644 --- a/devops/others/jenkins/index.html +++ b/devops/others/jenkins/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/others/keycloak/index.html b/devops/others/keycloak/index.html index 537efee2792..2b7e0120d37 100644 --- a/devops/others/keycloak/index.html +++ b/devops/others/keycloak/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/others/kong/index.html b/devops/others/kong/index.html index f989f2102f9..6f13a26f278 100644 --- a/devops/others/kong/index.html +++ b/devops/others/kong/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/others/other-cicd/index.html b/devops/others/other-cicd/index.html index fcb14773450..3d82fff34a5 100644 --- a/devops/others/other-cicd/index.html +++ b/devops/others/other-cicd/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/others/other-tools/index.html b/devops/others/other-tools/index.html index 509a80237e0..5cb301ecbe1 100644 --- a/devops/others/other-tools/index.html +++ b/devops/others/other-tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/servers/apache-server/index.html b/devops/servers/apache-server/index.html index 15d82ff77ca..0081969e5e7 100644 --- a/devops/servers/apache-server/index.html +++ b/devops/servers/apache-server/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/servers/gunicorn/index.html b/devops/servers/gunicorn/index.html index 77d3b2dcbb4..0285ce41100 100644 --- a/devops/servers/gunicorn/index.html +++ b/devops/servers/gunicorn/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/servers/index.html b/devops/servers/index.html index a4f0d995dde..0fbaa014135 100644 --- a/devops/servers/index.html +++ b/devops/servers/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/servers/nginx/configs/index.html b/devops/servers/nginx/configs/index.html index 0ab6182c2a5..6904e22cd23 100644 --- a/devops/servers/nginx/configs/index.html +++ b/devops/servers/nginx/configs/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/servers/nginx/index.html b/devops/servers/nginx/index.html index e0af8c5359b..19f529ec4ff 100644 --- a/devops/servers/nginx/index.html +++ b/devops/servers/nginx/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/1-linux-general-unix-linux-commands/index.html b/devops/terminal-bash/1-linux-general-unix-linux-commands/index.html index a0a0eb45c4a..f04696ddf08 100644 --- a/devops/terminal-bash/1-linux-general-unix-linux-commands/index.html +++ b/devops/terminal-bash/1-linux-general-unix-linux-commands/index.html @@ -19,8 +19,8 @@ - - + + @@ -280,7 +280,7 @@ 

                                                                        du -h, --human-readable

                                                                        # depth = 1
                                                                        du -h -d 1

                                                                        To list the largest directories from the current directory in human readable format, with retricting number of rows
                                                                        du -sh * | sort -hr | head -n10

                                                                        du -sh file_path
                                                                        Explanation
                                                                          - du (disc usage) command estimates file_path space usage
                                                                          - The options -sh are (from man du):
                                                                        -s, --summarize
                                                                                display only a total for each argument

                                                                        -h, --human-readable
                                                                                print sizes in human readable format (e.g., 1K 234M 2G)

                                                                        To check more than one directory and see the total, use du -sch:
                                                                        -c, --total
                                                                                produce a grand total

                                                                        lsblk​

                                                                        -

                                                                        The lsblk command, short for “list block devices,” is a powerful tool that provides detailed information about block devices such as hard drives, solid-state drives, and other storage-related devices.

                                                                        +

                                                                        The lsblk command, short for "list block devices," is a powerful tool that provides detailed information about block devices such as hard drives, solid-state drives, and other storage-related devices.

                                                                        lsblk -a # To display empty block devices as well.
                                                                        lsblk -t # tree view

                                                                        How to List All Block Devices in Linux | lsblk Command - GeeksforGeeks

                                                                        lsblk(8) - Linux manual page

                                                                        @@ -332,6 +332,6 @@

                                                                        tasksetReferences​

                                                                        https://dev.to/awwsmm/101-bash-commands-and-tips-for-beginners-to-experts-30je

                                                                        https://www.toptal.com/linux/tips-and-practices

                                                                        -

                                                                        https://www.freecodecamp.org/news/the-linux-commands-handbook

                                                                        Copyright © 2025 Deep Notes, Built with ❤️
                                                                        +

                                                                        https://www.freecodecamp.org/news/the-linux-commands-handbook

                                                                        Copyright © 2025 Deep Notes, Built with ❤️
                                                                        \ No newline at end of file diff --git a/devops/terminal-bash/2-system-calls/index.html b/devops/terminal-bash/2-system-calls/index.html index a1fd16ab4f6..b669bd7efc7 100644 --- a/devops/terminal-bash/2-system-calls/index.html +++ b/devops/terminal-bash/2-system-calls/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/3-library-functions/index.html b/devops/terminal-bash/3-library-functions/index.html index 0ebe448f751..c39ebcadcbf 100644 --- a/devops/terminal-bash/3-library-functions/index.html +++ b/devops/terminal-bash/3-library-functions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/8-linux-system-administration/index.html b/devops/terminal-bash/8-linux-system-administration/index.html index c28b59eadee..81a8a2e794b 100644 --- a/devops/terminal-bash/8-linux-system-administration/index.html +++ b/devops/terminal-bash/8-linux-system-administration/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/bash-metacharacters/index.html b/devops/terminal-bash/bash-metacharacters/index.html index 52625a48acc..43069f7e9eb 100644 --- a/devops/terminal-bash/bash-metacharacters/index.html +++ b/devops/terminal-bash/bash-metacharacters/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/bash-shortcuts/index.html b/devops/terminal-bash/bash-shortcuts/index.html index fb44f248f4b..bb5ddfbcf04 100644 --- a/devops/terminal-bash/bash-shortcuts/index.html +++ b/devops/terminal-bash/bash-shortcuts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/index.html b/devops/terminal-bash/index.html index e0ea954124e..77d266dcd6f 100644 --- a/devops/terminal-bash/index.html +++ b/devops/terminal-bash/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/manual-pages/index.html b/devops/terminal-bash/manual-pages/index.html index 1d8977da4c1..965d677e4e1 100644 --- a/devops/terminal-bash/manual-pages/index.html +++ b/devops/terminal-bash/manual-pages/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/networking-tools/index.html b/devops/terminal-bash/networking-tools/index.html index 98b045a6c88..f2c96f6497c 100644 --- a/devops/terminal-bash/networking-tools/index.html +++ b/devops/terminal-bash/networking-tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/others/index.html b/devops/terminal-bash/others/index.html index 185b8aa8cf2..30ba2bb0010 100644 --- a/devops/terminal-bash/others/index.html +++ b/devops/terminal-bash/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/shell-bash-script/index.html b/devops/terminal-bash/shell-bash-script/index.html index 87f065da9cb..cb6390f07ad 100644 --- a/devops/terminal-bash/shell-bash-script/index.html +++ b/devops/terminal-bash/shell-bash-script/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/shell-intro/index.html b/devops/terminal-bash/shell-intro/index.html index 3378ed70b3f..670bb4cfe74 100644 --- a/devops/terminal-bash/shell-intro/index.html +++ b/devops/terminal-bash/shell-intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/sysctl/index.html b/devops/terminal-bash/sysctl/index.html index 5e8ff54736a..d47ff80ce64 100644 --- a/devops/terminal-bash/sysctl/index.html +++ b/devops/terminal-bash/sysctl/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/tmux-iterm/index.html b/devops/terminal-bash/tmux-iterm/index.html index 6a5c9a7436a..074cfaa0070 100644 --- a/devops/terminal-bash/tmux-iterm/index.html +++ b/devops/terminal-bash/tmux-iterm/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/tools/awk/index.html b/devops/terminal-bash/tools/awk/index.html index fec326acd8c..7d80540e59f 100644 --- a/devops/terminal-bash/tools/awk/index.html +++ b/devops/terminal-bash/tools/awk/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/tools/crontab/index.html b/devops/terminal-bash/tools/crontab/index.html index 10e24ca5ade..c3424aab1e6 100644 --- a/devops/terminal-bash/tools/crontab/index.html +++ b/devops/terminal-bash/tools/crontab/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/tools/curl/index.html b/devops/terminal-bash/tools/curl/index.html index c80a1686612..f6b549a1d80 100644 --- a/devops/terminal-bash/tools/curl/index.html +++ b/devops/terminal-bash/tools/curl/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/tools/editors/index.html b/devops/terminal-bash/tools/editors/index.html index 38349d54a89..c9818c49a68 100644 --- a/devops/terminal-bash/tools/editors/index.html +++ b/devops/terminal-bash/tools/editors/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/tools/mosh/index.html b/devops/terminal-bash/tools/mosh/index.html index 8b3e589e03b..bbe72514e99 100644 --- a/devops/terminal-bash/tools/mosh/index.html +++ b/devops/terminal-bash/tools/mosh/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terminal-bash/tools/rsync-rclone/index.html b/devops/terminal-bash/tools/rsync-rclone/index.html index 5d39370808c..505c99c3104 100644 --- a/devops/terminal-bash/tools/rsync-rclone/index.html +++ b/devops/terminal-bash/tools/rsync-rclone/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terraform/commands/index.html b/devops/terraform/commands/index.html index 3885b61fccd..41bbe718cb1 100644 --- a/devops/terraform/commands/index.html +++ b/devops/terraform/commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terraform/documentation/index.html b/devops/terraform/documentation/index.html index a7ee5d8f9aa..853626dbe24 100644 --- a/devops/terraform/documentation/index.html +++ b/devops/terraform/documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terraform/examples/index.html b/devops/terraform/examples/index.html index 3790a74012b..a703b3e4d0b 100644 --- a/devops/terraform/examples/index.html +++ b/devops/terraform/examples/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terraform/index.html b/devops/terraform/index.html index 9dcd06ad51d..bb57ff4d622 100644 --- a/devops/terraform/index.html +++ b/devops/terraform/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/devops/terraform/variables/index.html b/devops/terraform/variables/index.html index c5f54d969a0..87af079018c 100644 --- a/devops/terraform/variables/index.html +++ b/devops/terraform/variables/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/accounting-for-finance/0-accounting-for-finance/index.html b/economics/accounting-for-finance/0-accounting-for-finance/index.html index b2a71a7418b..bac159a5a18 100644 --- a/economics/accounting-for-finance/0-accounting-for-finance/index.html +++ b/economics/accounting-for-finance/0-accounting-for-finance/index.html @@ -19,8 +19,8 @@ - - + + @@ -250,6 +250,63 @@

                                                                        investmentFormula: (Net Profit from Investment / Cost of Investment) x 100.
                                                                      1. Payback Period: Length of time required to recover the initial investment.
                                                                      2. Formula: Cost of Investment / Annual Cash Flows.
                                                                        3. -
                                                                        Copyright © 2025 Deep Notes, Built with ❤️
                                                                        + +

                                                                        Revenue vs Margin​

                                                                        +
                                                                          +
                                                                        • Buying Price - 50000
                                                                          • +
                                                                        • Selling Price - 75000
                                                                          • +
                                                                        +

                                                                        1. Calculation 1​

                                                                        +

                                                                        (75000-5000)/50000 = 50%

                                                                        +
                                                                          +
                                                                        • Here, the denominator is 50000.
                                                                          • +
                                                                        • This formula calculates the markup on cost (markup percentage).
                                                                          • +
                                                                        • It answers: "How much profit is being made as a percentage of the cost?"
                                                                          • +
                                                                        • Name: Markup Percentage
                                                                          • +
                                                                        +

                                                                        2. Calculation 2​

                                                                        +

                                                                        (75000-5000)/75000 = 33%

                                                                        +
                                                                          +
                                                                        • Here, the denominator is 75000.
                                                                          • +
                                                                        • This formula calculates the profit margin or gross margin percentage.
                                                                          • +
                                                                        • It answers: "What portion of the revenue is profit?"
                                                                          • +
                                                                        • Name: Profit Margin Percentage
                                                                          • +
                                                                        +

                                                                        Key Difference​

                                                                        +
                                                                          +
                                                                        • Markup Percentage is based on cost (how much you add on top of cost).
                                                                          • +
                                                                        • Profit Margin Percentage is based on revenue (how much of the revenue is profit).
                                                                          • +
                                                                        • Markup is always higher than profit margin for the same numbers.
                                                                          • +
                                                                        +

                                                                        Why businesses uses profit margin rather than markup for comparing companies?​

                                                                        +

                                                                        Businesses and investors use profit margin rather than markup when comparing companies because profit margin is a standardized measure of profitability, whereas markup varies based on cost structures. Here’s why:

                                                                        +

                                                                        1. Profit Margin is Relative to Revenue (Apples-to-Apples Comparison)​

                                                                        +
                                                                          +
                                                                        • Profit Margin = Profit / Revenue → It tells how much of the revenue is actual profit.
                                                                          • +
                                                                        • Since revenue is a standard metric across industries, companies of different sizes and business models can be compared fairly.
                                                                          • +
                                                                        • Example: A company with a 20% profit margin means it retains ₹20 profit for every ₹100 in revenue, regardless of cost structures.
                                                                          • +
                                                                        +

                                                                        2. Markup is Based on Cost (Not Always Comparable)​

                                                                        +
                                                                          +
                                                                        • Markup = Profit / Cost → It tells how much extra is added over cost.
                                                                          • +
                                                                        • Cost structures vary significantly across industries, making markup a poor comparison tool.
                                                                          • +
                                                                        • Example: A software company may have low costs but high markup, whereas a manufacturing company may have higher costs and a lower markup.
                                                                          • +
                                                                        +

                                                                        3. Investors & Analysts Use Profit Margins for Decision-Making​

                                                                        +
                                                                          +
                                                                        • Gross Profit Margin, Operating Margin, and Net Profit Margin are key financial indicators in earnings reports.
                                                                          • +
                                                                        • Investors compare profit margins to assess efficiency, profitability, and risk.
                                                                          • +
                                                                        • Example: If Company A has a 40% gross margin and Company B has 25%, Company A is likely more efficient at turning revenue into profit.
                                                                          • +
                                                                        +

                                                                        4. Profit Margins Reflect Business Health & Strategy​

                                                                        +
                                                                          +
                                                                        • Companies with similar markups can have different profit margins due to operational costs, overhead, and pricing strategies.
                                                                          • +
                                                                        • Profit margin accounts for all costs and revenue, giving a clearer picture of financial health.
                                                                          • +
                                                                        +

                                                                        Summary​

                                                                        +
                                                                          +
                                                                        • Profit margin is used for comparing businesses across industries because it’s based on revenue and reflects overall profitability.
                                                                          • +
                                                                        • Markup is useful for internal pricing strategies but not for comparing companies with different cost structures.
                                                                          • +
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- + + diff --git a/economics/accounting-for-finance/3-balance-sheets/index.html b/economics/accounting-for-finance/3-balance-sheets/index.html index 4d528982a17..16deeef4a27 100644 --- a/economics/accounting-for-finance/3-balance-sheets/index.html +++ b/economics/accounting-for-finance/3-balance-sheets/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/accounting-for-finance/3a-balance-sheet-comparisons/index.html b/economics/accounting-for-finance/3a-balance-sheet-comparisons/index.html index ab46b2e28ce..fc2ce71cc2c 100644 --- a/economics/accounting-for-finance/3a-balance-sheet-comparisons/index.html +++ b/economics/accounting-for-finance/3a-balance-sheet-comparisons/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/accounting-for-finance/4-cash-flow-statements-cash-in-and-cash-out/index.html b/economics/accounting-for-finance/4-cash-flow-statements-cash-in-and-cash-out/index.html index f69c987f766..3ce99bca057 100644 --- a/economics/accounting-for-finance/4-cash-flow-statements-cash-in-and-cash-out/index.html +++ b/economics/accounting-for-finance/4-cash-flow-statements-cash-in-and-cash-out/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/accounting-for-finance/4a-cash-flow-statement-comparisons/index.html b/economics/accounting-for-finance/4a-cash-flow-statement-comparisons/index.html index a82dc208413..e8245fef94e 100644 --- a/economics/accounting-for-finance/4a-cash-flow-statement-comparisons/index.html +++ b/economics/accounting-for-finance/4a-cash-flow-statement-comparisons/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/accounting-for-finance/5-cleaning-up-accounting/index.html b/economics/accounting-for-finance/5-cleaning-up-accounting/index.html index 04b1cbb33ec..c67f67e2811 100644 --- a/economics/accounting-for-finance/5-cleaning-up-accounting/index.html +++ b/economics/accounting-for-finance/5-cleaning-up-accounting/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/accounting-for-finance/5a-accounting-inconsistency-examples/index.html b/economics/accounting-for-finance/5a-accounting-inconsistency-examples/index.html index 23c0a7527c5..8ae3a353de4 100644 --- a/economics/accounting-for-finance/5a-accounting-inconsistency-examples/index.html +++ b/economics/accounting-for-finance/5a-accounting-inconsistency-examples/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/accounting-for-finance/6-accouting-financial-ratios-profitability-measures/index.html b/economics/accounting-for-finance/6-accouting-financial-ratios-profitability-measures/index.html index befce0fc816..01de9bae9c7 100644 --- a/economics/accounting-for-finance/6-accouting-financial-ratios-profitability-measures/index.html +++ b/economics/accounting-for-finance/6-accouting-financial-ratios-profitability-measures/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/accounting-for-finance/6a-ratio-analysis/index.html b/economics/accounting-for-finance/6a-ratio-analysis/index.html index 02e4d612d02..d2f0a50069b 100644 --- a/economics/accounting-for-finance/6a-ratio-analysis/index.html +++ b/economics/accounting-for-finance/6a-ratio-analysis/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/accounting-for-finance/index.html b/economics/accounting-for-finance/index.html index 672ddd73bf8..6eddeefc608 100644 --- a/economics/accounting-for-finance/index.html +++ b/economics/accounting-for-finance/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/buy-now-pay-later-bnpl/index.html b/economics/buy-now-pay-later-bnpl/index.html index 7da3230202f..791efbf780f 100644 --- a/economics/buy-now-pay-later-bnpl/index.html +++ b/economics/buy-now-pay-later-bnpl/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/corporate-finance/capital-budgeting/index.html b/economics/corporate-finance/capital-budgeting/index.html index 558d0493656..8d288c8bef5 100644 --- a/economics/corporate-finance/capital-budgeting/index.html +++ b/economics/corporate-finance/capital-budgeting/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/corporate-finance/corporate-actions/index.html b/economics/corporate-finance/corporate-actions/index.html index e494bb53cb0..3a108b2f232 100644 --- a/economics/corporate-finance/corporate-actions/index.html +++ b/economics/corporate-finance/corporate-actions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/corporate-finance/index.html b/economics/corporate-finance/index.html index 528e47974ce..399ec08d395 100644 --- a/economics/corporate-finance/index.html +++ b/economics/corporate-finance/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/course-investing-zerodha-varsity/index.html b/economics/course-investing-zerodha-varsity/index.html index 36d96f4371f..336cd6f0876 100644 --- a/economics/course-investing-zerodha-varsity/index.html +++ b/economics/course-investing-zerodha-varsity/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/asset-classes/index.html b/economics/finance-investing/asset-classes/index.html index aecbfdfaa60..3c165bdc078 100644 --- a/economics/finance-investing/asset-classes/index.html +++ b/economics/finance-investing/asset-classes/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/checklist-tips/index.html b/economics/finance-investing/checklist-tips/index.html index d7cfbd06845..15749953e94 100644 --- a/economics/finance-investing/checklist-tips/index.html +++ b/economics/finance-investing/checklist-tips/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/company-analysis/index.html b/economics/finance-investing/company-analysis/index.html index 8c3f021df0d..dee7c9832b2 100644 --- a/economics/finance-investing/company-analysis/index.html +++ b/economics/finance-investing/company-analysis/index.html @@ -19,8 +19,8 @@ - - + + @@ -29,7 +29,7 @@

                                                                        Company Analysis

                                                                        Atlas SOIC Market Temp check

                                                                        Zaggle​

                                                                        -

                                                                        Zaggle is a fintech company providing innovative solutions for the day-to-day financial needs of a corporate. We offer digitized solutions for expense management, employee tax benefits, rewards & recognition, employee and channel partner engagement, etc empowering organizations to spend smarter resulting in a happy and satisfied workforce delivering higher productivity and results. We have a plethora of offerings in the form of prepaid cards, digital wallets, and proprietary tech platforms to suit our client requirements. Zaggle has hit some major milestones in its growth journey with a tag of “BEST PREPAID CARD SOLUTION PROVIDER” in India awarded by IAMAI. We have a pan India presence with current operations across 10+ cities.

                                                                        +

                                                                        Zaggle is a fintech company providing innovative solutions for the day-to-day financial needs of a corporate. We offer digitized solutions for expense management, employee tax benefits, rewards & recognition, employee and channel partner engagement, etc empowering organizations to spend smarter resulting in a happy and satisfied workforce delivering higher productivity and results. We have a plethora of offerings in the form of prepaid cards, digital wallets, and proprietary tech platforms to suit our client requirements. Zaggle has hit some major milestones in its growth journey with a tag of "BEST PREPAID CARD SOLUTION PROVIDER" in India awarded by IAMAI. We have a pan India presence with current operations across 10+ cities.

                                                                        Zaggle All The Way - a 10X in 10Y Opportunity 🎁

                                                                        Culture​

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                                                                        \ No newline at end of file diff --git a/economics/finance-investing/company-management/index.html b/economics/finance-investing/company-management/index.html index ff44ea58415..ba30956a6fe 100644 --- a/economics/finance-investing/company-management/index.html +++ b/economics/finance-investing/company-management/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/financial-independence-fire/index.html b/economics/finance-investing/financial-independence-fire/index.html index e3e2615bbda..1aa2ac2b0d0 100644 --- a/economics/finance-investing/financial-independence-fire/index.html +++ b/economics/finance-investing/financial-independence-fire/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/huf-private-trust/index.html b/economics/finance-investing/huf-private-trust/index.html index ea14f6a61ee..39254db3ef2 100644 --- a/economics/finance-investing/huf-private-trust/index.html +++ b/economics/finance-investing/huf-private-trust/index.html @@ -19,8 +19,8 @@ - - + + @@ -28,7 +28,7 @@

                                                                        HUF / Private Trust

                                                                        HUF​

                                                                        -

                                                                        HUF stands for Hindu Undivided family & governed by Hindu law board. The expression “Hindu Undivided Family” has not defined under the Income Tax Act or in any other statute. HUF could be formed by a married couple or by members of a joint family. To form a HUF minimum two members are required & at least one among whom should be a male member of the family. Senior most male member of the family would become ‘Karta’.

                                                                        +

                                                                        HUF stands for Hindu Undivided family & governed by Hindu law board. The expression "Hindu Undivided Family" has not defined under the Income Tax Act or in any other statute. HUF could be formed by a married couple or by members of a joint family. To form a HUF minimum two members are required & at least one among whom should be a male member of the family. Senior most male member of the family would become ‘Karta’.

                                                                        Key Benefits of HUF​

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                                                                        \ No newline at end of file diff --git a/economics/finance-investing/index.html b/economics/finance-investing/index.html index 2c816776d38..1905884acfd 100644 --- a/economics/finance-investing/index.html +++ b/economics/finance-investing/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/indian-company-types/index.html b/economics/finance-investing/indian-company-types/index.html index 49765f82c6d..3ebe7e43d6d 100644 --- a/economics/finance-investing/indian-company-types/index.html +++ b/economics/finance-investing/indian-company-types/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/industry-sectors/index.html b/economics/finance-investing/industry-sectors/index.html index 9deee930e4e..73c4b2be9cb 100644 --- a/economics/finance-investing/industry-sectors/index.html +++ b/economics/finance-investing/industry-sectors/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/personal-finance/index.html b/economics/finance-investing/personal-finance/index.html index ec48d6e59a3..6ad019d21d8 100644 --- a/economics/finance-investing/personal-finance/index.html +++ b/economics/finance-investing/personal-finance/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/portfolio-management-services-pms/index.html b/economics/finance-investing/portfolio-management-services-pms/index.html index 056032f08c5..7f2b10891ba 100644 --- a/economics/finance-investing/portfolio-management-services-pms/index.html +++ b/economics/finance-investing/portfolio-management-services-pms/index.html @@ -19,8 +19,8 @@ - - + + @@ -51,8 +51,8 @@

                                                                        2 Smartly Diversified​

                                                                        @@ -68,6 +68,6 @@

                                                                        OthersLinks​

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                                                                        +
                                                                        Copyright © 2025 Deep Notes, Built with ❤️
                                                                        \ No newline at end of file diff --git a/economics/finance-investing/portfolios/index.html b/economics/finance-investing/portfolios/index.html index 0fde3abcf57..0adbc46280c 100644 --- a/economics/finance-investing/portfolios/index.html +++ b/economics/finance-investing/portfolios/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/quotes/index.html b/economics/finance-investing/quotes/index.html index 696320fa67f..4a10584c6e3 100644 --- a/economics/finance-investing/quotes/index.html +++ b/economics/finance-investing/quotes/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/returns-tax-taxes-itr/index.html b/economics/finance-investing/returns-tax-taxes-itr/index.html index 8a18dcaae0e..c9de8e0e2e2 100644 --- a/economics/finance-investing/returns-tax-taxes-itr/index.html +++ b/economics/finance-investing/returns-tax-taxes-itr/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/stocks-equity/index.html b/economics/finance-investing/stocks-equity/index.html index 392bf795dc8..00f518962fd 100644 --- a/economics/finance-investing/stocks-equity/index.html +++ b/economics/finance-investing/stocks-equity/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/finance-investing/tools/index.html b/economics/finance-investing/tools/index.html index 8de026ce32f..d54eb8f38ba 100644 --- a/economics/finance-investing/tools/index.html +++ b/economics/finance-investing/tools/index.html @@ -19,8 +19,8 @@ - - + + @@ -52,11 +52,35 @@

                                                                        F +

                                                                        Things to keep in mind​

                                                                        +
                                                                          +
                                                                        • TCS of 20% on amount > 7 lakh per year
                                                                          • +
                                                                        +

                                                                        Brokers​

                                                                        +

                                                                        image

                                                                        image

                                                                        @@ -70,6 +94,8 @@

                                                                        https://www.refyne.co.in/

                                                                      https://tracxn.com/d/soonicorn-awards/top-startups-in-india-fintech-2021

                                                                      http://www.startuplanes.com/top-50-fintech-startups-in-india

                                                                      @@ -223,6 +224,6 @@

                                                                      ConferencesLinks​

                                                                      BNPL

                                                                      Best Bank Stocks to Buy | Banking Industry in India | SBI, HDFC Bank, ICICI Bank, Axis Bank & Kotak - YouTube

                                                                      -

                                                                      Why Should Wealth Industry Think Beyond IRR - YouTube

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                                                                      +

                                                                      Why Should Wealth Industry Think Beyond IRR - YouTube

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- + + diff --git a/economics/insurance/index.html b/economics/insurance/index.html index 4a1b0f75bf1..f4e3bab26ee 100644 --- a/economics/insurance/index.html +++ b/economics/insurance/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/intro/index.html b/economics/intro/index.html index fdb1574d7a4..d5216e9d3d7 100644 --- a/economics/intro/index.html +++ b/economics/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/investment-banking/index.html b/economics/investment-banking/index.html index 9f87a81b721..edd1a7919cf 100644 --- a/economics/investment-banking/index.html +++ b/economics/investment-banking/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/investment-terms/index.html b/economics/investment-terms/index.html index c0fbc9fd694..57cde172e45 100644 --- a/economics/investment-terms/index.html +++ b/economics/investment-terms/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/learning/index.html b/economics/learning/index.html index 6a3f7b4f650..57f92a5d995 100644 --- a/economics/learning/index.html +++ b/economics/learning/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/market-terms/fundamental-analysis/index.html b/economics/market-terms/fundamental-analysis/index.html index 98e2d35215d..b83c395cbdf 100644 --- a/economics/market-terms/fundamental-analysis/index.html +++ b/economics/market-terms/fundamental-analysis/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/market-terms/futures-options-trading/index.html b/economics/market-terms/futures-options-trading/index.html index 3f3f8a547ff..155536b9b81 100644 --- a/economics/market-terms/futures-options-trading/index.html +++ b/economics/market-terms/futures-options-trading/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/market-terms/index.html b/economics/market-terms/index.html index 7b678354b5a..00ba747082e 100644 --- a/economics/market-terms/index.html +++ b/economics/market-terms/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/market-terms/ipo/index.html b/economics/market-terms/ipo/index.html index d4b9749a1fe..491ec296f3a 100644 --- a/economics/market-terms/ipo/index.html +++ b/economics/market-terms/ipo/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/market-terms/others/index.html b/economics/market-terms/others/index.html index 14b0e269917..ebac5126619 100644 --- a/economics/market-terms/others/index.html +++ b/economics/market-terms/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/market-terms/swing-trading/index.html b/economics/market-terms/swing-trading/index.html index 783b5244df8..10ab46100a1 100644 --- a/economics/market-terms/swing-trading/index.html +++ b/economics/market-terms/swing-trading/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/market-terms/technical-analysis/index.html b/economics/market-terms/technical-analysis/index.html index d1094fb0fe4..6a7c09b41a0 100644 --- a/economics/market-terms/technical-analysis/index.html +++ b/economics/market-terms/technical-analysis/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/market-terms/technical-indicators/index.html b/economics/market-terms/technical-indicators/index.html index 5034f6d1fec..2a02f44b71f 100644 --- a/economics/market-terms/technical-indicators/index.html +++ b/economics/market-terms/technical-indicators/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/market-terms/valuation-metrics/index.html b/economics/market-terms/valuation-metrics/index.html index 2c63a71e9b5..0d67de70f32 100644 --- a/economics/market-terms/valuation-metrics/index.html +++ b/economics/market-terms/valuation-metrics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/market-terms/wyckoff-method/index.html b/economics/market-terms/wyckoff-method/index.html index 2cd480d72f1..7f983c69613 100644 --- a/economics/market-terms/wyckoff-method/index.html +++ b/economics/market-terms/wyckoff-method/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/mental-models/economics-mental-models/index.html b/economics/mental-models/economics-mental-models/index.html index 6ffecf35c50..b4b6d5c801d 100644 --- a/economics/mental-models/economics-mental-models/index.html +++ b/economics/mental-models/economics-mental-models/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/mental-models/inequality/index.html b/economics/mental-models/inequality/index.html index e1bf516bab6..d932f6cb578 100644 --- a/economics/mental-models/inequality/index.html +++ b/economics/mental-models/inequality/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/mental-models/macroeconomics/index.html b/economics/mental-models/macroeconomics/index.html index 0291925d1f3..ddafcea3fc0 100644 --- a/economics/mental-models/macroeconomics/index.html +++ b/economics/mental-models/macroeconomics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/mental-models/marginal-utility-analysis/index.html b/economics/mental-models/marginal-utility-analysis/index.html index e98ea0d8e2d..b01570a784a 100644 --- a/economics/mental-models/marginal-utility-analysis/index.html +++ b/economics/mental-models/marginal-utility-analysis/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/mental-models/microeconomics/index.html b/economics/mental-models/microeconomics/index.html index 92d17f4b31f..c9a05567d57 100644 --- a/economics/mental-models/microeconomics/index.html +++ b/economics/mental-models/microeconomics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/mental-models/rankings/index.html b/economics/mental-models/rankings/index.html index bacdb84bc02..efe59940de3 100644 --- a/economics/mental-models/rankings/index.html +++ b/economics/mental-models/rankings/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/mental-models/recession-shapes-recovery/index.html b/economics/mental-models/recession-shapes-recovery/index.html index d189fb0e51e..06c81ddf8f7 100644 --- a/economics/mental-models/recession-shapes-recovery/index.html +++ b/economics/mental-models/recession-shapes-recovery/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/monetary-policies/index.html b/economics/monetary-policies/index.html index 596278c65e3..6eee954b5b0 100644 --- a/economics/monetary-policies/index.html +++ b/economics/monetary-policies/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/mutual-funds/debentures-bonds/index.html b/economics/mutual-funds/debentures-bonds/index.html index 27f8f2ae698..4429e4e08de 100644 --- a/economics/mutual-funds/debentures-bonds/index.html +++ b/economics/mutual-funds/debentures-bonds/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/mutual-funds/debt-mutual-funds-analysis/index.html b/economics/mutual-funds/debt-mutual-funds-analysis/index.html index 6fc0c5aa755..da12a46469c 100644 --- a/economics/mutual-funds/debt-mutual-funds-analysis/index.html +++ b/economics/mutual-funds/debt-mutual-funds-analysis/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/mutual-funds/debt-mutual-funds-risks/index.html b/economics/mutual-funds/debt-mutual-funds-risks/index.html index bea397f90dd..09d58ff1362 100644 --- a/economics/mutual-funds/debt-mutual-funds-risks/index.html +++ b/economics/mutual-funds/debt-mutual-funds-risks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/economics/mutual-funds/debt-mutual-funds/index.html b/economics/mutual-funds/debt-mutual-funds/index.html index fee6ccad025..aaa2235623f 100644 --- a/economics/mutual-funds/debt-mutual-funds/index.html +++ b/economics/mutual-funds/debt-mutual-funds/index.html @@ -19,8 +19,8 @@ - - + + @@ -119,7 +119,7 @@

                                                                      Webinar to discuss the NFO of Parag Parikh Dynamic Asset Allocation Fund - YouTube

                                                                      2. @@ -143,6 +143,6 @@

                                                                      PortfoliosRecommended portfolio for aggressive investors:

                                                                      image

                                                                      AMC Working​

                                                                      -

                                                                      The other is due to the “safety of the capital”. Or, in other words, the fear that someone will take our money and run away or the AMC itself would fail (like a bank).

                                                                      +

                                                                      The other is due to the "safety of the capital". Or, in other words, the fear that someone will take our money and run away or the AMC itself would fail (like a bank).

                                                                      A mutual fund in India is set up like a trust. A trust is an arrangement involving three parties (unlike a bank): the unitholder (or investor), the mutual fund company (AMC) and the mutual fund trustee.

                                                                      The owner (sponsor) of the mutual fund creates a board of trustees responsible for overseeing the fund’s operations. They will have to ensure compliance with SEBI regulations. A custodian registered with SEBI holds the assets in the fund and is answerable to the trustees.

                                                                      Two-thirds of the trustee board must not be part of the sponsor company. This also applies to half of the AMC directors. This arrangement makes it extremely difficult for the mutual fund to run away with unitholder money or violate SEBI regulations.

                                                                      @@ -91,6 +91,6 @@

                                                                      SiphoningLatent Semantic Indexing (LSI)​

                                                                      -

                                                                      LSI (latent semantic indexing) keywords are words or phrases that are conceptually related to a target keyword. So if you wanted your page to rank for “credit cards,” then LSI keywords would be “money,” “credit score,” and “interest rate.”

                                                                      +

                                                                      LSI (latent semantic indexing) keywords are words or phrases that are conceptually related to a target keyword. So if you wanted your page to rank for "credit cards," then LSI keywords would be "money," "credit score," and "interest rate."

                                                                      Latent semantic analysis (LSA) is a mathematical method for finding conceptually related words in textual data. In other words, it’s how you find LSI keywords.

                                                                      Google doesn’t use latent semantic indexing because it’s old technology. And it was developed as a method for finding results in smaller document sets—not the entire web.

                                                                      What Are LSI Keywords & Why They Don‘t Matter

                                                                      @@ -156,6 +156,6 @@

                                                                      ReferencesI Used ChatGPT to Rank #1 in Google (in One Hour) - YouTube
                                                                    2. Free SEO Training Series
                                                                    3. How to avoid duplicate content - YouTube
                                                                      4. -
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                                                                      +
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                                                                      \ No newline at end of file diff --git a/frontend/seo/seo-optimizing-techniques/index.html b/frontend/seo/seo-optimizing-techniques/index.html index e96f8bb8a47..f8bf3d21409 100644 --- a/frontend/seo/seo-optimizing-techniques/index.html +++ b/frontend/seo/seo-optimizing-techniques/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/frontend/seo/seo-tools/index.html b/frontend/seo/seo-tools/index.html index 59f76f306e2..f46b2c5be8e 100644 --- a/frontend/seo/seo-tools/index.html +++ b/frontend/seo/seo-tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/frontend/seo/types-of-seo/index.html b/frontend/seo/types-of-seo/index.html index 3bd8e4e4658..c38a66f2299 100644 --- a/frontend/seo/types-of-seo/index.html +++ b/frontend/seo/types-of-seo/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/frontend/seo/utm-and-sitemap/index.html b/frontend/seo/utm-and-sitemap/index.html index a967704896f..fea3b4247bc 100644 --- a/frontend/seo/utm-and-sitemap/index.html +++ b/frontend/seo/utm-and-sitemap/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/index.html b/index.html index 3f3b2d8961c..08876620e13 100644 --- a/index.html +++ b/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/applied-sciences/chemical-engineering/index.html b/knowledge/applied-sciences/chemical-engineering/index.html index 67435fb4728..f0bd555e037 100644 --- a/knowledge/applied-sciences/chemical-engineering/index.html +++ b/knowledge/applied-sciences/chemical-engineering/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/applied-sciences/civil-engineering/index.html b/knowledge/applied-sciences/civil-engineering/index.html index 83d2f41ef68..1d9e111b642 100644 --- a/knowledge/applied-sciences/civil-engineering/index.html +++ b/knowledge/applied-sciences/civil-engineering/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/applied-sciences/control-engineering/index.html b/knowledge/applied-sciences/control-engineering/index.html index 90515d5ad6c..3b9542ab2ab 100644 --- a/knowledge/applied-sciences/control-engineering/index.html +++ b/knowledge/applied-sciences/control-engineering/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/applied-sciences/crash-course-engineering/index.html b/knowledge/applied-sciences/crash-course-engineering/index.html index f7b92f08719..3cc4461f054 100644 --- a/knowledge/applied-sciences/crash-course-engineering/index.html +++ b/knowledge/applied-sciences/crash-course-engineering/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/applied-sciences/electrical-engineering/index.html b/knowledge/applied-sciences/electrical-engineering/index.html index b0742afe789..2f005655409 100644 --- a/knowledge/applied-sciences/electrical-engineering/index.html +++ b/knowledge/applied-sciences/electrical-engineering/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/applied-sciences/embedded-systems-electronics/index.html b/knowledge/applied-sciences/embedded-systems-electronics/index.html index d68fa80ca03..f69ffbcce37 100644 --- a/knowledge/applied-sciences/embedded-systems-electronics/index.html +++ b/knowledge/applied-sciences/embedded-systems-electronics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/applied-sciences/hvac-systems/index.html b/knowledge/applied-sciences/hvac-systems/index.html index 79afd561599..c3759fb3825 100644 --- a/knowledge/applied-sciences/hvac-systems/index.html +++ b/knowledge/applied-sciences/hvac-systems/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/applied-sciences/index.html b/knowledge/applied-sciences/index.html index 8f3e0096064..badcc3b1f1b 100644 --- a/knowledge/applied-sciences/index.html +++ b/knowledge/applied-sciences/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/applied-sciences/mechanical-engineering/index.html b/knowledge/applied-sciences/mechanical-engineering/index.html index d02d1b2046d..87dfe0a8699 100644 --- a/knowledge/applied-sciences/mechanical-engineering/index.html +++ b/knowledge/applied-sciences/mechanical-engineering/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/applied-sciences/others-power-energy/index.html b/knowledge/applied-sciences/others-power-energy/index.html index d34a2317b42..975c25774e7 100644 --- a/knowledge/applied-sciences/others-power-energy/index.html +++ b/knowledge/applied-sciences/others-power-energy/index.html @@ -19,8 +19,8 @@ - - + + @@ -53,8 +53,8 @@

                                                                      SolarRooftop Solar is RISKY!? PM-SGY Subsidy rules | 11 Mistakes to AVOID ❌️ - YouTube

                                                                      Others​

                                                                      Why do hurricane lanterns look like that?

                                                                      -

                                                                      “It’s Always About Oil”: CIA & MI6 Staged Coup in Iran 70 Years Ago, Destroying Democracy in Iran - YouTube

                                                                      +

                                                                      "It’s Always About Oil": CIA & MI6 Staged Coup in Iran 70 Years Ago, Destroying Democracy in Iran - YouTube

                                                                      How is India CHALLENGING the Arab Countries in the Global Fuel War? : Geopolitical Case Study - YouTube

                                                                      -

                                                                      Why CO2 Heat Pumps Are The Future Of Cooling - YouTube

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                                                                      +

                                                                      Why CO2 Heat Pumps Are The Future Of Cooling - YouTube

                                                                      Copyright © 2025 Deep Notes, Built with ❤️
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- + + diff --git a/knowledge/biology/exercise-stretching/gym-routine/index.html b/knowledge/biology/exercise-stretching/gym-routine/index.html index ee08f3c189d..47225abf7f1 100644 --- a/knowledge/biology/exercise-stretching/gym-routine/index.html +++ b/knowledge/biology/exercise-stretching/gym-routine/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/exercise-stretching/gym/index.html b/knowledge/biology/exercise-stretching/gym/index.html index 67f9f8e2024..e96d9ab2331 100644 --- a/knowledge/biology/exercise-stretching/gym/index.html +++ b/knowledge/biology/exercise-stretching/gym/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/exercise-stretching/home-exercise-routine/index.html b/knowledge/biology/exercise-stretching/home-exercise-routine/index.html index 0fe8596e546..964374b6d31 100644 --- a/knowledge/biology/exercise-stretching/home-exercise-routine/index.html +++ b/knowledge/biology/exercise-stretching/home-exercise-routine/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/exercise-stretching/home-gym/index.html b/knowledge/biology/exercise-stretching/home-gym/index.html index 0e4d90fbade..2d1fd70c809 100644 --- a/knowledge/biology/exercise-stretching/home-gym/index.html +++ b/knowledge/biology/exercise-stretching/home-gym/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/exercise-stretching/index.html b/knowledge/biology/exercise-stretching/index.html index 3174647455d..8d815957b63 100644 --- a/knowledge/biology/exercise-stretching/index.html +++ b/knowledge/biology/exercise-stretching/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/exercise-stretching/intro/index.html b/knowledge/biology/exercise-stretching/intro/index.html index 7bb2465c471..869981e7263 100644 --- a/knowledge/biology/exercise-stretching/intro/index.html +++ b/knowledge/biology/exercise-stretching/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/genetics/index.html b/knowledge/biology/genetics/index.html index 9d9585ef702..9d9b35f7c52 100644 --- a/knowledge/biology/genetics/index.html +++ b/knowledge/biology/genetics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/human-skeleton/index.html b/knowledge/biology/human-skeleton/index.html index 667a4d48ad7..0f5a53e1b72 100644 --- a/knowledge/biology/human-skeleton/index.html +++ b/knowledge/biology/human-skeleton/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/index.html b/knowledge/biology/index.html index e06e8b82a8c..4b9d8638153 100644 --- a/knowledge/biology/index.html +++ b/knowledge/biology/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/intro/index.html b/knowledge/biology/intro/index.html index 462b3c41a56..a91997689c3 100644 --- a/knowledge/biology/intro/index.html +++ b/knowledge/biology/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/mbbs-medicine-medical-health/index.html b/knowledge/biology/mbbs-medicine-medical-health/index.html index 78d8287335c..6ee6d0c3916 100644 --- a/knowledge/biology/mbbs-medicine-medical-health/index.html +++ b/knowledge/biology/mbbs-medicine-medical-health/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/muscles/index.html b/knowledge/biology/muscles/index.html index 0a958c0fa09..396f9aa2c62 100644 --- a/knowledge/biology/muscles/index.html +++ b/knowledge/biology/muscles/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nerves-system/index.html b/knowledge/biology/nerves-system/index.html index 8c4d7cd6346..daa2eae2b3a 100644 --- a/knowledge/biology/nerves-system/index.html +++ b/knowledge/biology/nerves-system/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/chart/index.html b/knowledge/biology/nutrition/chart/index.html index 5d3da256589..a18aa717fba 100644 --- a/knowledge/biology/nutrition/chart/index.html +++ b/knowledge/biology/nutrition/chart/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/daily-requirements/index.html b/knowledge/biology/nutrition/daily-requirements/index.html index 155afbd1515..54a90040d27 100644 --- a/knowledge/biology/nutrition/daily-requirements/index.html +++ b/knowledge/biology/nutrition/daily-requirements/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/diet/index.html b/knowledge/biology/nutrition/diet/index.html index ff8097b2991..7b3301a2f50 100644 --- a/knowledge/biology/nutrition/diet/index.html +++ b/knowledge/biology/nutrition/diet/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/ecology/index.html b/knowledge/biology/nutrition/ecology/index.html index a8295a71ebf..f33d7436b70 100644 --- a/knowledge/biology/nutrition/ecology/index.html +++ b/knowledge/biology/nutrition/ecology/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/essentiality/index.html b/knowledge/biology/nutrition/essentiality/index.html index 6a33de18ebb..8fe3888e1b2 100644 --- a/knowledge/biology/nutrition/essentiality/index.html +++ b/knowledge/biology/nutrition/essentiality/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/fatigue/index.html b/knowledge/biology/nutrition/fatigue/index.html index 9943f2b0baf..391deead0de 100644 --- a/knowledge/biology/nutrition/fatigue/index.html +++ b/knowledge/biology/nutrition/fatigue/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/food/index.html b/knowledge/biology/nutrition/food/index.html index d5020af02a0..900129cc8e9 100644 --- a/knowledge/biology/nutrition/food/index.html +++ b/knowledge/biology/nutrition/food/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/honey/index.html b/knowledge/biology/nutrition/honey/index.html index 18f7a44db9c..563ed845d44 100644 --- a/knowledge/biology/nutrition/honey/index.html +++ b/knowledge/biology/nutrition/honey/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/index.html b/knowledge/biology/nutrition/index.html index 4f8132e7c07..918b3b2eb65 100644 --- a/knowledge/biology/nutrition/index.html +++ b/knowledge/biology/nutrition/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/intro/index.html b/knowledge/biology/nutrition/intro/index.html index d1a6aa82e28..1c3afbb7bc2 100644 --- a/knowledge/biology/nutrition/intro/index.html +++ b/knowledge/biology/nutrition/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/plants-gardening/index.html b/knowledge/biology/nutrition/plants-gardening/index.html index 9406e0d3de8..895b3a24bb1 100644 --- a/knowledge/biology/nutrition/plants-gardening/index.html +++ b/knowledge/biology/nutrition/plants-gardening/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/pulses-daal-lentils/index.html b/knowledge/biology/nutrition/pulses-daal-lentils/index.html index 1679e7cbf0a..0d7399ec0ea 100644 --- a/knowledge/biology/nutrition/pulses-daal-lentils/index.html +++ b/knowledge/biology/nutrition/pulses-daal-lentils/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/nutrition/recipe/index.html b/knowledge/biology/nutrition/recipe/index.html index 1c8ec42a231..485cbcbac88 100644 --- a/knowledge/biology/nutrition/recipe/index.html +++ b/knowledge/biology/nutrition/recipe/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/omics/index.html b/knowledge/biology/omics/index.html index c8440392d4d..2f48ce0cc60 100644 --- a/knowledge/biology/omics/index.html +++ b/knowledge/biology/omics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/organ-systems/index.html b/knowledge/biology/organ-systems/index.html index 80b53dd6125..90a791555a6 100644 --- a/knowledge/biology/organ-systems/index.html +++ b/knowledge/biology/organ-systems/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/others/index.html b/knowledge/biology/others/index.html index f7dfd626a99..a470079b762 100644 --- a/knowledge/biology/others/index.html +++ b/knowledge/biology/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/biology/pregnancy-baby/index.html b/knowledge/biology/pregnancy-baby/index.html index 23c8eebe5b0..3ec7227b02c 100644 --- a/knowledge/biology/pregnancy-baby/index.html +++ b/knowledge/biology/pregnancy-baby/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/games/chess/index.html b/knowledge/games/chess/index.html index 748e72ddeaf..ae4e5e8c5b6 100644 --- a/knowledge/games/chess/index.html +++ b/knowledge/games/chess/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/games/couple-activities/index.html b/knowledge/games/couple-activities/index.html index 674e1872231..6c54aea5717 100644 --- a/knowledge/games/couple-activities/index.html +++ b/knowledge/games/couple-activities/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/games/family-games-gifts/index.html b/knowledge/games/family-games-gifts/index.html index 4b4634f55ba..34c50676c81 100644 --- a/knowledge/games/family-games-gifts/index.html +++ b/knowledge/games/family-games-gifts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/games/index.html b/knowledge/games/index.html index c6a058f5ca6..8631448383b 100644 --- a/knowledge/games/index.html +++ b/knowledge/games/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/games/marathon-running/index.html b/knowledge/games/marathon-running/index.html index 9489e2dffd4..9f8342638e7 100644 --- a/knowledge/games/marathon-running/index.html +++ b/knowledge/games/marathon-running/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/games/others/index.html b/knowledge/games/others/index.html index e00233ad254..828121d8a10 100644 --- a/knowledge/games/others/index.html +++ b/knowledge/games/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/games/rubix-rubics-cube/index.html b/knowledge/games/rubix-rubics-cube/index.html index e09be909d94..26dad57ae00 100644 --- a/knowledge/games/rubix-rubics-cube/index.html +++ b/knowledge/games/rubix-rubics-cube/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/games/skiing-sking/index.html b/knowledge/games/skiing-sking/index.html index fd5554c9016..9c0c23a92c7 100644 --- a/knowledge/games/skiing-sking/index.html +++ b/knowledge/games/skiing-sking/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/games/sudoku-techniques/index.html b/knowledge/games/sudoku-techniques/index.html index eff280e183e..95b476fc05a 100644 --- a/knowledge/games/sudoku-techniques/index.html +++ b/knowledge/games/sudoku-techniques/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/games/swimming/index.html b/knowledge/games/swimming/index.html index 1ea8c14bec3..3a4ab2c0466 100644 --- a/knowledge/games/swimming/index.html +++ b/knowledge/games/swimming/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/games/touch-typing/index.html b/knowledge/games/touch-typing/index.html index 78ccaa5c0ab..5f8c18eb687 100644 --- a/knowledge/games/touch-typing/index.html +++ b/knowledge/games/touch-typing/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/general/important-dates-timelines/index.html b/knowledge/general/important-dates-timelines/index.html index 9b203996d78..d819286145f 100644 --- a/knowledge/general/important-dates-timelines/index.html +++ b/knowledge/general/important-dates-timelines/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/general/index.html b/knowledge/general/index.html index 13be940ac85..a548736b518 100644 --- a/knowledge/general/index.html +++ b/knowledge/general/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/general/intro/index.html b/knowledge/general/intro/index.html index 3a6b488ed9d..42d0ae7ac90 100644 --- a/knowledge/general/intro/index.html +++ b/knowledge/general/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/general/knowledge-of-humanity/index.html b/knowledge/general/knowledge-of-humanity/index.html index c14377a1dde..8c1c79f3870 100644 --- a/knowledge/general/knowledge-of-humanity/index.html +++ b/knowledge/general/knowledge-of-humanity/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/general/mental-models/index.html b/knowledge/general/mental-models/index.html index ac56316e3a4..258a98eb83b 100644 --- a/knowledge/general/mental-models/index.html +++ b/knowledge/general/mental-models/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/general/others/index.html b/knowledge/general/others/index.html index 767dc6ae14c..2aa9c8039bb 100644 --- a/knowledge/general/others/index.html +++ b/knowledge/general/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/general/outline-of-knowledge/index.html b/knowledge/general/outline-of-knowledge/index.html index 860bb248b3e..4fc88c440f6 100644 --- a/knowledge/general/outline-of-knowledge/index.html +++ b/knowledge/general/outline-of-knowledge/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/general/science/index.html b/knowledge/general/science/index.html index fb5e6c47cee..4a604514a8f 100644 --- a/knowledge/general/science/index.html +++ b/knowledge/general/science/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/geography/continents/index.html b/knowledge/geography/continents/index.html index f51e5972a20..c8739c7c062 100644 --- a/knowledge/geography/continents/index.html +++ b/knowledge/geography/continents/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/geography/countries/index.html b/knowledge/geography/countries/index.html index 8149ca4bd9d..abe4f1ac956 100644 --- a/knowledge/geography/countries/index.html +++ b/knowledge/geography/countries/index.html @@ -19,8 +19,8 @@ - - + + @@ -65,7 +65,7 @@

                                                                      OthersWho Controlled Jerusalem the Longest? - YouTube

                                                                      How Bangladesh is Secretly Becoming the Richest Country In South Asia - YouTube

                                                                      Why Is Indonesia One Of The Fastest Growing Economies In The World? | Economics Explained - YouTube

                                                                      -

                                                                      Saudi Arabia’s Catastrophic “Everything” Problem - YouTube

                                                                      +

                                                                      Saudi Arabia’s Catastrophic "Everything" Problem - YouTube

                                                                      There Will Never Be Another Singapore | Economics Explained - YouTube

                                                                      Why are Russia US & India racing to space? - YouTube

                                                                      Europe​

                                                                      @@ -84,6 +84,6 @@

                                                                      Geogr

                                                                      https://www.youtube.com/playlist?list=PLkJ-kjtioPGqUr8sSaF7x04mrLcXFJYMO

                                                                      Famous International disputed border lines and Boundaries | Static GK - YouTube

                                                                      Others​

                                                                      -

                                                                      Why Do All Arab Countries Have Similar Flags? - YouTube

                                                                      Copyright © 2025 Deep Notes, Built with ❤️
                                                                      +

                                                                      Why Do All Arab Countries Have Similar Flags? - YouTube

                                                                      Copyright © 2025 Deep Notes, Built with ❤️
                                                                      \ No newline at end of file diff --git a/knowledge/geography/home-house-building/index.html b/knowledge/geography/home-house-building/index.html index 8c32e299457..cf85e42bc24 100644 --- a/knowledge/geography/home-house-building/index.html +++ b/knowledge/geography/home-house-building/index.html @@ -19,8 +19,8 @@ - - + + @@ -36,7 +36,9 @@
                                                                    4. Coohome
                                                                    5. Sweet home
                                                                      6. +

                                                                      Architectures​

                                                                      image

                                                                      +

                                                                      Blg Kano | Facebook

                                                                      building cost

                                                                      Things to keep in mind​

                                                                      Copyright © 2025 Deep Notes, Built with ❤️
                                                                      +
                                                                      Copyright © 2025 Deep Notes, Built with ❤️
                                                                      \ No newline at end of file diff --git a/knowledge/geography/index.html b/knowledge/geography/index.html index 1b18251b63a..c62cb27fb4a 100644 --- a/knowledge/geography/index.html +++ b/knowledge/geography/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/geography/india/index.html b/knowledge/geography/india/index.html index e0f807bbd84..3b4873112a0 100644 --- a/knowledge/geography/india/index.html +++ b/knowledge/geography/india/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/geography/indian-states-and-uts/index.html b/knowledge/geography/indian-states-and-uts/index.html index 793c9d53168..66d2557cb50 100644 --- a/knowledge/geography/indian-states-and-uts/index.html +++ b/knowledge/geography/indian-states-and-uts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/geography/living/index.html b/knowledge/geography/living/index.html index a6934ac47c3..7ad9cdda378 100644 --- a/knowledge/geography/living/index.html +++ b/knowledge/geography/living/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/geography/new-home-place-house/index.html b/knowledge/geography/new-home-place-house/index.html index 19e7b2c28e5..df3632bd83f 100644 --- a/knowledge/geography/new-home-place-house/index.html +++ b/knowledge/geography/new-home-place-house/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/geography/others/index.html b/knowledge/geography/others/index.html index 8e22d92b780..5171c42b441 100644 --- a/knowledge/geography/others/index.html +++ b/knowledge/geography/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/geography/rivers/index.html b/knowledge/geography/rivers/index.html index f24900edc7c..76ce35958c1 100644 --- a/knowledge/geography/rivers/index.html +++ b/knowledge/geography/rivers/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/geography/wildlife/index.html b/knowledge/geography/wildlife/index.html index e8fd9751160..27e670ea140 100644 --- a/knowledge/geography/wildlife/index.html +++ b/knowledge/geography/wildlife/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/history/crash-course-history-of-science/index.html b/knowledge/history/crash-course-history-of-science/index.html index c61271a4f92..e07d1ee2459 100644 --- a/knowledge/history/crash-course-history-of-science/index.html +++ b/knowledge/history/crash-course-history-of-science/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/history/crash-course-world-history/index.html b/knowledge/history/crash-course-world-history/index.html index 5ea254fa33a..1139fb099cf 100644 --- a/knowledge/history/crash-course-world-history/index.html +++ b/knowledge/history/crash-course-world-history/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/history/histomap/index.html b/knowledge/history/histomap/index.html index 146030d549d..a89c553d614 100644 --- a/knowledge/history/histomap/index.html +++ b/knowledge/history/histomap/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/history/human-history-anthropology/index.html b/knowledge/history/human-history-anthropology/index.html index 2751bdaa72b..e39926cb65d 100644 --- a/knowledge/history/human-history-anthropology/index.html +++ b/knowledge/history/human-history-anthropology/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/knowledge/language/figures-of-speech/index.html b/knowledge/language/figures-of-speech/index.html index bfdafc76b86..5eee93c12ba 100644 --- a/knowledge/language/figures-of-speech/index.html +++ b/knowledge/language/figures-of-speech/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/language/general/index.html b/knowledge/language/general/index.html index ad54ca83920..f226fee2146 100644 --- a/knowledge/language/general/index.html +++ b/knowledge/language/general/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/language/grammer-vocabulary/index.html b/knowledge/language/grammer-vocabulary/index.html index ae0cafc21dc..0f3bbdef783 100644 --- a/knowledge/language/grammer-vocabulary/index.html +++ b/knowledge/language/grammer-vocabulary/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/language/index.html b/knowledge/language/index.html index b5c31dee86d..0ca816b4a7a 100644 --- a/knowledge/language/index.html +++ b/knowledge/language/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/language/languages-others/index.html b/knowledge/language/languages-others/index.html index 1930956c1db..255d47acbc1 100644 --- a/knowledge/language/languages-others/index.html +++ b/knowledge/language/languages-others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/language/linguistics/index.html b/knowledge/language/linguistics/index.html index b2be1a6ac7f..529d9c80576 100644 --- a/knowledge/language/linguistics/index.html +++ b/knowledge/language/linguistics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/language/mistakes/index.html b/knowledge/language/mistakes/index.html index 40f4492ad3b..0419b7b5c36 100644 --- a/knowledge/language/mistakes/index.html +++ b/knowledge/language/mistakes/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/language/parts-of-speech/index.html b/knowledge/language/parts-of-speech/index.html index a10d44c6c62..ee4681edc10 100644 --- a/knowledge/language/parts-of-speech/index.html +++ b/knowledge/language/parts-of-speech/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/language/spanish/index.html b/knowledge/language/spanish/index.html index c462b23d4e2..c8c5bf201d1 100644 --- a/knowledge/language/spanish/index.html +++ b/knowledge/language/spanish/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/law/constitution-of-india/constitution/index.html b/knowledge/law/constitution-of-india/constitution/index.html index cd91366c06d..a1a39236f92 100644 --- a/knowledge/law/constitution-of-india/constitution/index.html +++ b/knowledge/law/constitution-of-india/constitution/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/law/constitution-of-india/others/index.html b/knowledge/law/constitution-of-india/others/index.html index 4b9711e231d..fea85baba1f 100644 --- a/knowledge/law/constitution-of-india/others/index.html +++ b/knowledge/law/constitution-of-india/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/law/constitution-of-india/schedules/index.html b/knowledge/law/constitution-of-india/schedules/index.html index f76a4b1df55..2bb3cae6797 100644 --- a/knowledge/law/constitution-of-india/schedules/index.html +++ b/knowledge/law/constitution-of-india/schedules/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/law/index.html b/knowledge/law/index.html index 12d2a7ce859..99cf247e8ac 100644 --- a/knowledge/law/index.html +++ b/knowledge/law/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/law/judgements-2023/index.html b/knowledge/law/judgements-2023/index.html index e9107b0ee59..dc93d748452 100644 --- a/knowledge/law/judgements-2023/index.html +++ b/knowledge/law/judgements-2023/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/law/laws/index.html b/knowledge/law/laws/index.html index 532dfd29a78..30dfea562a2 100644 --- a/knowledge/law/laws/index.html +++ b/knowledge/law/laws/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/law/lsat/index.html b/knowledge/law/lsat/index.html index 3ded15fde7e..5bda540952f 100644 --- a/knowledge/law/lsat/index.html +++ b/knowledge/law/lsat/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/law/mcat/index.html b/knowledge/law/mcat/index.html index b0b80719ed5..e491ba359ca 100644 --- a/knowledge/law/mcat/index.html +++ b/knowledge/law/mcat/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/law/others/index.html b/knowledge/law/others/index.html index ebbf2cf40b2..751665b6a76 100644 --- a/knowledge/law/others/index.html +++ b/knowledge/law/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/links/index.html b/knowledge/links/index.html index bb7530116e7..8a02f1f2966 100644 --- a/knowledge/links/index.html +++ b/knowledge/links/index.html @@ -19,8 +19,8 @@ - - + + @@ -92,7 +92,7 @@
                                                                    -

                                                                    End​

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                                                                    +

                                                                    End​

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                                                                    \ No newline at end of file diff --git a/knowledge/other-topics/chemistry-outline/index.html b/knowledge/other-topics/chemistry-outline/index.html index c23969756e8..3372f2d2085 100644 --- a/knowledge/other-topics/chemistry-outline/index.html +++ b/knowledge/other-topics/chemistry-outline/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/climate-change/index.html b/knowledge/other-topics/climate-change/index.html index d2e783d2ef5..44ea8f49255 100644 --- a/knowledge/other-topics/climate-change/index.html +++ b/knowledge/other-topics/climate-change/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/clothes-textiles/index.html b/knowledge/other-topics/clothes-textiles/index.html index 42909e0adc6..7beb15cdfe8 100644 --- a/knowledge/other-topics/clothes-textiles/index.html +++ b/knowledge/other-topics/clothes-textiles/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/education-phd/index.html b/knowledge/other-topics/education-phd/index.html index 5698d30cac8..6bbd4d26063 100644 --- a/knowledge/other-topics/education-phd/index.html +++ b/knowledge/other-topics/education-phd/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/index.html b/knowledge/other-topics/index.html index f57056918c2..fcd2371b63a 100644 --- a/knowledge/other-topics/index.html +++ b/knowledge/other-topics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/mythology/index.html b/knowledge/other-topics/mythology/index.html index fefc1ab2a07..dde4c5267b8 100644 --- a/knowledge/other-topics/mythology/index.html +++ b/knowledge/other-topics/mythology/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/news-problems/index.html b/knowledge/other-topics/news-problems/index.html index ceeb726a555..813eefa6d11 100644 --- a/knowledge/other-topics/news-problems/index.html +++ b/knowledge/other-topics/news-problems/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/others/index.html b/knowledge/other-topics/others/index.html index 474e4e229d9..063f93bcf10 100644 --- a/knowledge/other-topics/others/index.html +++ b/knowledge/other-topics/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/philosophy/index.html b/knowledge/other-topics/philosophy/index.html index 937482794b8..37203dd1ca6 100644 --- a/knowledge/other-topics/philosophy/index.html +++ b/knowledge/other-topics/philosophy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/politics/index.html b/knowledge/other-topics/politics/index.html index 13c02f2ac7c..03ce1dc48a4 100644 --- a/knowledge/other-topics/politics/index.html +++ b/knowledge/other-topics/politics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/politics/indian-polity/index.html b/knowledge/other-topics/politics/indian-polity/index.html index a691e7d1713..97699b56431 100644 --- a/knowledge/other-topics/politics/indian-polity/index.html +++ b/knowledge/other-topics/politics/indian-polity/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/politics/international-relations-ir/index.html b/knowledge/other-topics/politics/international-relations-ir/index.html index c2a7b947eb3..53dda452e05 100644 --- a/knowledge/other-topics/politics/international-relations-ir/index.html +++ b/knowledge/other-topics/politics/international-relations-ir/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/politics/others/index.html b/knowledge/other-topics/politics/others/index.html index 505ee3b33ef..b58d7cecfe6 100644 --- a/knowledge/other-topics/politics/others/index.html +++ b/knowledge/other-topics/politics/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/other-topics/politics/types-of-governments/index.html b/knowledge/other-topics/politics/types-of-governments/index.html index e3d596055a6..8247e757a8c 100644 --- a/knowledge/other-topics/politics/types-of-governments/index.html +++ b/knowledge/other-topics/politics/types-of-governments/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/physics/astronomy/index.html b/knowledge/physics/astronomy/index.html index 2963a2a2816..c88d8360082 100644 --- a/knowledge/physics/astronomy/index.html +++ b/knowledge/physics/astronomy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/physics/crash-course-physics/index.html b/knowledge/physics/crash-course-physics/index.html index d5341bc2f9d..6b271c254ed 100644 --- a/knowledge/physics/crash-course-physics/index.html +++ b/knowledge/physics/crash-course-physics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/physics/index.html b/knowledge/physics/index.html index a85a4d2b015..a2b4228b3f6 100644 --- a/knowledge/physics/index.html +++ b/knowledge/physics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/physics/intro/index.html b/knowledge/physics/intro/index.html index 3037a77a0df..fb886e039ac 100644 --- a/knowledge/physics/intro/index.html +++ b/knowledge/physics/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/physics/khan-academy-physics/index.html b/knowledge/physics/khan-academy-physics/index.html index ebc84809ac4..d520c29c61a 100644 --- a/knowledge/physics/khan-academy-physics/index.html +++ b/knowledge/physics/khan-academy-physics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/physics/others/index.html b/knowledge/physics/others/index.html index 7ae6ae5d73c..0d6d7222493 100644 --- a/knowledge/physics/others/index.html +++ b/knowledge/physics/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/quotes-proverbs/business-management/index.html b/knowledge/quotes-proverbs/business-management/index.html index 8c3ea212362..077105d6e50 100644 --- a/knowledge/quotes-proverbs/business-management/index.html +++ b/knowledge/quotes-proverbs/business-management/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/quotes-proverbs/coding/index.html b/knowledge/quotes-proverbs/coding/index.html index e1d0a549b0a..81c559064ed 100644 --- a/knowledge/quotes-proverbs/coding/index.html +++ b/knowledge/quotes-proverbs/coding/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/quotes-proverbs/funny/index.html b/knowledge/quotes-proverbs/funny/index.html index ebfb1fd6bc9..684d5dda7b1 100644 --- a/knowledge/quotes-proverbs/funny/index.html +++ b/knowledge/quotes-proverbs/funny/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/quotes-proverbs/habits/index.html b/knowledge/quotes-proverbs/habits/index.html index 31150c84310..eb17550778e 100644 --- a/knowledge/quotes-proverbs/habits/index.html +++ b/knowledge/quotes-proverbs/habits/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/quotes-proverbs/hindi/index.html b/knowledge/quotes-proverbs/hindi/index.html index a943a0ba2b9..ffde67fbc26 100644 --- a/knowledge/quotes-proverbs/hindi/index.html +++ b/knowledge/quotes-proverbs/hindi/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/quotes-proverbs/index.html b/knowledge/quotes-proverbs/index.html index 9812e4ac0bd..1444cf3d0ec 100644 --- a/knowledge/quotes-proverbs/index.html +++ b/knowledge/quotes-proverbs/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/quotes-proverbs/life/index.html b/knowledge/quotes-proverbs/life/index.html index 65481b93fbb..88988410d87 100644 --- a/knowledge/quotes-proverbs/life/index.html +++ b/knowledge/quotes-proverbs/life/index.html @@ -19,8 +19,8 @@ - - + + @@ -574,13 +574,13 @@

                                                                    Broken clock is also right twice a day.

                                                                    He gave me abuses; I didn't take them. So the abuses remained with him. -- Gautam Buddha

                                                                    The ultimate test of a moral society is the kind of world that it leaves to its children -- Dietrich Bonhoeffer

                                                                    -

                                                                    “If you defer investing your time and energy until you see that you need to, chances are it will already be too late.” - Clayton Christensen

                                                                    +

                                                                    "If you defer investing your time and energy until you see that you need to, chances are it will already be too late." - Clayton Christensen

                                                                    A tool is as powerful as a person wielding it. The tool is only as effective as the skilfulness of the hands that wield it. A tool is only as good as the person using it.

                                                                    90 90 rule - when you think you are done with 90% of tasks, you are left with 90% of tasks

                                                                    -

                                                                    दूध का जला छाछ भी फूंक कर पीता हैं। का अर्थ है “ एक बार धोखा खाने पर अत्यधिक सावधान होना।”

                                                                    -

                                                                    “The illiterate of the twenty-first century will not be those who cannot read and write, but those who cannot learn, unlearn, and relearn.” — Alvin Toffler

                                                                    +

                                                                    दूध का जला छाछ भी फूंक कर पीता हैं। का अर्थ है " एक बार धोखा खाने पर अत्यधिक सावधान होना।"

                                                                    +

                                                                    "The illiterate of the twenty-first century will not be those who cannot read and write, but those who cannot learn, unlearn, and relearn." — Alvin Toffler

                                                                    Show me the incentives, I will show you the outcome — Charlie Munger

                                                                    Not all battles are fought for victory. Some are fought simply to tell the world that someone was there on the battlefield -- Ravish Kumar

                                                                    This planet has everything for everyone's need but not for everyone's greed. -- Mahatma Gandhi

                                                                    @@ -598,9 +598,9 @@

                                                                  To each their own - idiom - people have the right to their own preferences and opinions

                                                                    -
                                                                  • Similar phrases “Different strokes for different folks, “Whatever floats your boat, and “One man's fish is another man's poison.
                                                                    • +
                                                                  • Similar phrases "Different strokes for different folks, "Whatever floats your boat, and "One man's fish is another man's poison.

                                                                  All happy families are alike; each unhappy family is unhappy in its own way.

                                                                  -

                                                                  End​

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  End​

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/knowledge/quotes-proverbs/motivation/index.html b/knowledge/quotes-proverbs/motivation/index.html index 7eb77a69920..3077baa826c 100644 --- a/knowledge/quotes-proverbs/motivation/index.html +++ b/knowledge/quotes-proverbs/motivation/index.html @@ -19,8 +19,8 @@ - - + + @@ -84,7 +84,7 @@

                                                                  QuotesOthers​

                                                                  Antifragile​

                                                                  Antifragile: Things That Gain from Disorder by Nassim Nicholas Taleb

                                                                  @@ -503,6 +503,6 @@

                                                                  The Pa

                                                                  Beware of the passion principle - The Globe and Mail

                                                                  World Leading Therapist: 3 Simple Steps To Remove Your Negative Thoughts: Marisa Peer | E154 - YouTube

                                                                  -

                                                                  HOW THEY FOOLED EVERYONE ? - YouTube

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  HOW THEY FOOLED EVERYONE ? - YouTube

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/knowledge/quotes-proverbs/my-quotes/index.html b/knowledge/quotes-proverbs/my-quotes/index.html index e5b47e70d0b..e030b020418 100644 --- a/knowledge/quotes-proverbs/my-quotes/index.html +++ b/knowledge/quotes-proverbs/my-quotes/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/quotes-proverbs/poems/index.html b/knowledge/quotes-proverbs/poems/index.html index ba402c9f481..afacf81ddc7 100644 --- a/knowledge/quotes-proverbs/poems/index.html +++ b/knowledge/quotes-proverbs/poems/index.html @@ -19,8 +19,8 @@ - - + + @@ -54,7 +54,7 @@

                                                                  V for vendett

                                                                  Evey: Well I can see that.

                                                                  V. : Of course you can, I’m not questioning your powers of observation, I’m merely remarking upon the paradox of asking a masked man who he is.

                                                                  Evey: Oh, right.

                                                                  -

                                                                  V. : But on this most auspicious of nights, permit me then, in lieu of the more commonplace soubriquet, to suggest the character of this dramatis persona. Voila! In view humble vaudevillian veteran, cast vicariously as both victim and villain by the vicissitudes of fate. This visage, no mere veneer of vanity, is a vestige of the “vox populi” now vacant, vanished. However, this valorous visitation of a bygone vexation stands vivified, and has vowed to vanquish these venal and virulent vermin, van guarding vice and vouchsafing the violently vicious and voracious violation of volition. +

                                                                  V. : But on this most auspicious of nights, permit me then, in lieu of the more commonplace soubriquet, to suggest the character of this dramatis persona. Voila! In view humble vaudevillian veteran, cast vicariously as both victim and villain by the vicissitudes of fate. This visage, no mere veneer of vanity, is a vestige of the "vox populi" now vacant, vanished. However, this valorous visitation of a bygone vexation stands vivified, and has vowed to vanquish these venal and virulent vermin, van guarding vice and vouchsafing the violently vicious and voracious violation of volition. The only verdict is vengeance; a vendetta, held as a votive not in vain, for the value and veracity of such shall one day vindicate the vigilant and the virtuous. Verily this vichyssoise of verbiage veers most verbose, so let me simply add that it’s my very good honour to meet you and you may call me V.

                                                                  Evey: Are you like a crazy person?

                                                                  @@ -64,6 +64,6 @@

                                                                  V for vendett I know of no reason why gunpowder, treason Should ever be forgot…

                                                                  V for Vendetta; V’s Introductory Speech and Remember Remember poem | In The Pursuit Of Wisdom

                                                                  -

                                                                  V for Vendetta (2005) - You May Call Me "V" Scene (1/8) | Movieclips - YouTube

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  V for Vendetta (2005) - You May Call Me "V" Scene (1/8) | Movieclips - YouTube

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/knowledge/quotes-proverbs/science/index.html b/knowledge/quotes-proverbs/science/index.html index aac45b2a50f..a93b523b617 100644 --- a/knowledge/quotes-proverbs/science/index.html +++ b/knowledge/quotes-proverbs/science/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/quotes-proverbs/stories/index.html b/knowledge/quotes-proverbs/stories/index.html index 477fb34ab6c..4e97dac5b5f 100644 --- a/knowledge/quotes-proverbs/stories/index.html +++ b/knowledge/quotes-proverbs/stories/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/quotes-proverbs/tatoos-quotes/index.html b/knowledge/quotes-proverbs/tatoos-quotes/index.html index 782400ef265..7f0a91b03b2 100644 --- a/knowledge/quotes-proverbs/tatoos-quotes/index.html +++ b/knowledge/quotes-proverbs/tatoos-quotes/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/quotes-proverbs/tips/index.html b/knowledge/quotes-proverbs/tips/index.html index 969805e7191..b864ac49f1b 100644 --- a/knowledge/quotes-proverbs/tips/index.html +++ b/knowledge/quotes-proverbs/tips/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/knowledge/youtube-podcasts-magazine-apps/index.html b/knowledge/youtube-podcasts-magazine-apps/index.html index e6b3463a6e0..5a221789957 100644 --- a/knowledge/youtube-podcasts-magazine-apps/index.html +++ b/knowledge/youtube-podcasts-magazine-apps/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/constructor/index.html b/languages/c++/constructor/index.html index c7d0f62edb5..173ca3195eb 100644 --- a/languages/c++/constructor/index.html +++ b/languages/c++/constructor/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/frameworks/index.html b/languages/c++/frameworks/index.html index 77be34e1e6f..348fce29b8d 100644 --- a/languages/c++/frameworks/index.html +++ b/languages/c++/frameworks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/friend-function/index.html b/languages/c++/friend-function/index.html index 9374096d042..c52a1e6de50 100644 --- a/languages/c++/friend-function/index.html +++ b/languages/c++/friend-function/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/header-files/index.html b/languages/c++/header-files/index.html index 9920aafab23..9168f769445 100644 --- a/languages/c++/header-files/index.html +++ b/languages/c++/header-files/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/index.html b/languages/c++/index.html index 0846cbe7e5b..d2d031a6e01 100644 --- a/languages/c++/index.html +++ b/languages/c++/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/intro/index.html b/languages/c++/intro/index.html index 779e6976b9f..ad2e16fe882 100644 --- a/languages/c++/intro/index.html +++ b/languages/c++/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/io/index.html b/languages/c++/io/index.html index 4e3ee5de446..f395a567d31 100644 --- a/languages/c++/io/index.html +++ b/languages/c++/io/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/others/index.html b/languages/c++/others/index.html index bec585c110f..2ff764b82b6 100644 --- a/languages/c++/others/index.html +++ b/languages/c++/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/printf/index.html b/languages/c++/printf/index.html index e52119af53b..3af0983528a 100644 --- a/languages/c++/printf/index.html +++ b/languages/c++/printf/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/stl-containers/index.html b/languages/c++/stl-containers/index.html index b328a3e8105..afa3db65974 100644 --- a/languages/c++/stl-containers/index.html +++ b/languages/c++/stl-containers/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/stl-iterators-algorithms/index.html b/languages/c++/stl-iterators-algorithms/index.html index 016dd950ebe..0186f908503 100644 --- a/languages/c++/stl-iterators-algorithms/index.html +++ b/languages/c++/stl-iterators-algorithms/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/storage-classes/index.html b/languages/c++/storage-classes/index.html index 33b5a5678b6..4fc1dc714b1 100644 --- a/languages/c++/storage-classes/index.html +++ b/languages/c++/storage-classes/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/tc-pl4/index.html b/languages/c++/tc-pl4/index.html index a0ee40e8c9a..a089cc6cf57 100644 --- a/languages/c++/tc-pl4/index.html +++ b/languages/c++/tc-pl4/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/c++/templates/index.html b/languages/c++/templates/index.html index d4c3f8baf16..52dda34c039 100644 --- a/languages/c++/templates/index.html +++ b/languages/c++/templates/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/android/index.html b/languages/frameworks/android/index.html index 1885749cf4e..9b43582337e 100644 --- a/languages/frameworks/android/index.html +++ b/languages/frameworks/android/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/android/jetpack/index.html b/languages/frameworks/android/jetpack/index.html index 8191908e2a3..770d9fe1fea 100644 --- a/languages/frameworks/android/jetpack/index.html +++ b/languages/frameworks/android/jetpack/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/android/kotlin/index.html b/languages/frameworks/android/kotlin/index.html index d1b86b798d2..4ddf2bcc38a 100644 --- a/languages/frameworks/android/kotlin/index.html +++ b/languages/frameworks/android/kotlin/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/android/questions/index.html b/languages/frameworks/android/questions/index.html index 64534259788..8b09e85afc4 100644 --- a/languages/frameworks/android/questions/index.html +++ b/languages/frameworks/android/questions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/android/service/index.html b/languages/frameworks/android/service/index.html index 45ff322451c..b53070bc695 100644 --- a/languages/frameworks/android/service/index.html +++ b/languages/frameworks/android/service/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/android/testing/index.html b/languages/frameworks/android/testing/index.html index 30ba1e0b081..e33fc713c85 100644 --- a/languages/frameworks/android/testing/index.html +++ b/languages/frameworks/android/testing/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/android/tools/index.html b/languages/frameworks/android/tools/index.html index ca65387fd8e..e5b354667bf 100644 --- a/languages/frameworks/android/tools/index.html +++ b/languages/frameworks/android/tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/comparison/index.html b/languages/frameworks/comparison/index.html index 115eeab2234..366973f0560 100644 --- a/languages/frameworks/comparison/index.html +++ b/languages/frameworks/comparison/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/dash/index.html b/languages/frameworks/dash/index.html index 7c1130e54ac..0b36bb0aff5 100644 --- a/languages/frameworks/dash/index.html +++ b/languages/frameworks/dash/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/flutter/index.html b/languages/frameworks/flutter/index.html index 18f9cc75ce2..9c093acdb50 100644 --- a/languages/frameworks/flutter/index.html +++ b/languages/frameworks/flutter/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/index.html b/languages/frameworks/index.html index b6900ebdbf9..0c050d2d584 100644 --- a/languages/frameworks/index.html +++ b/languages/frameworks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/intro/index.html b/languages/frameworks/intro/index.html index 3f5845965d2..a32e09692b7 100644 --- a/languages/frameworks/intro/index.html +++ b/languages/frameworks/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/ios/index.html b/languages/frameworks/ios/index.html index 47f3d229377..de742730e60 100644 --- a/languages/frameworks/ios/index.html +++ b/languages/frameworks/ios/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/masonite/index.html b/languages/frameworks/masonite/index.html index 7948aba1ae4..ed3b9848fe8 100644 --- a/languages/frameworks/masonite/index.html +++ b/languages/frameworks/masonite/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/others/index.html b/languages/frameworks/others/index.html index b9dfb0ceff1..ed1abf272e3 100644 --- a/languages/frameworks/others/index.html +++ b/languages/frameworks/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/server-driven-mobile-uis/index.html b/languages/frameworks/server-driven-mobile-uis/index.html index ecf0d4972bd..a21e0379a5d 100644 --- a/languages/frameworks/server-driven-mobile-uis/index.html +++ b/languages/frameworks/server-driven-mobile-uis/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/frameworks/stacks/index.html b/languages/frameworks/stacks/index.html index 3975c4bd2e8..863edc6d19f 100644 --- a/languages/frameworks/stacks/index.html +++ b/languages/frameworks/stacks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/golang/concepts/index.html b/languages/golang/concepts/index.html index 524e35c1c61..100a4e04a31 100644 --- a/languages/golang/concepts/index.html +++ b/languages/golang/concepts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/golang/data-types/index.html b/languages/golang/data-types/index.html index 2c5e3ebfa79..d5bbbb47024 100644 --- a/languages/golang/data-types/index.html +++ b/languages/golang/data-types/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/golang/examples/index.html b/languages/golang/examples/index.html index 155dc259c00..c67ad298b70 100644 --- a/languages/golang/examples/index.html +++ b/languages/golang/examples/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/golang/hello-world/index.html b/languages/golang/hello-world/index.html index 6ed0270b1e7..227fd4cb0c3 100644 --- a/languages/golang/hello-world/index.html +++ b/languages/golang/hello-world/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/golang/index.html b/languages/golang/index.html index ddd6a29962d..e20a57566b4 100644 --- a/languages/golang/index.html +++ b/languages/golang/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/golang/interview-questions/index.html b/languages/golang/interview-questions/index.html index 3387f75812e..20d0ef64454 100644 --- a/languages/golang/interview-questions/index.html +++ b/languages/golang/interview-questions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/golang/intro/index.html b/languages/golang/intro/index.html index 7b051ff4a7d..4d4410d4e13 100644 --- a/languages/golang/intro/index.html +++ b/languages/golang/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/golang/syntax/index.html b/languages/golang/syntax/index.html index ee96108883f..b6ae305130b 100644 --- a/languages/golang/syntax/index.html +++ b/languages/golang/syntax/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/golang/testing/index.html b/languages/golang/testing/index.html index b23ecf8abc5..a186aebe4c0 100644 --- a/languages/golang/testing/index.html +++ b/languages/golang/testing/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/golang/tools/index.html b/languages/golang/tools/index.html index b6905a95158..365e567779c 100644 --- a/languages/golang/tools/index.html +++ b/languages/golang/tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/index.html b/languages/index.html index 3087e4ba847..7fd33cacab5 100644 --- a/languages/index.html +++ b/languages/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/collections/index.html b/languages/java/collections/index.html index bd5cb8a8414..65b8c4d48a4 100644 --- a/languages/java/collections/index.html +++ b/languages/java/collections/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/comparable-interface/index.html b/languages/java/comparable-interface/index.html index d4276ebe217..cce0a7d1220 100644 --- a/languages/java/comparable-interface/index.html +++ b/languages/java/comparable-interface/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/concurrency/index.html b/languages/java/concurrency/index.html index eb8e78ff756..1d37511a719 100644 --- a/languages/java/concurrency/index.html +++ b/languages/java/concurrency/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/languages/java/jmx/index.html b/languages/java/jmx/index.html index 15df8d90707..607f0952d24 100644 --- a/languages/java/jmx/index.html +++ b/languages/java/jmx/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/jvm-architecture/index.html b/languages/java/jvm-architecture/index.html index f4904bc96cf..e48b7565404 100644 --- a/languages/java/jvm-architecture/index.html +++ b/languages/java/jvm-architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/knowledge/index.html b/languages/java/knowledge/index.html index 5cddefab0f4..306adfbf63d 100644 --- a/languages/java/knowledge/index.html +++ b/languages/java/knowledge/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/lambda-expressions/index.html b/languages/java/lambda-expressions/index.html index 322188e0114..fbb598618e2 100644 --- a/languages/java/lambda-expressions/index.html +++ b/languages/java/lambda-expressions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/libraries/index.html b/languages/java/libraries/index.html index fbc910eebb3..d61c5cd8cf8 100644 --- a/languages/java/libraries/index.html +++ b/languages/java/libraries/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/others/index.html b/languages/java/others/index.html index 048baa4161e..a9a5422bfdc 100644 --- a/languages/java/others/index.html +++ b/languages/java/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/questions/index.html b/languages/java/questions/index.html index 4a433b8b763..410171a506d 100644 --- a/languages/java/questions/index.html +++ b/languages/java/questions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/reflection/index.html b/languages/java/reflection/index.html index 29402921fe5..f5f85cde383 100644 --- a/languages/java/reflection/index.html +++ b/languages/java/reflection/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/spring/index.html b/languages/java/spring/index.html index 7d0d383a83a..655691c8cbf 100644 --- a/languages/java/spring/index.html +++ b/languages/java/spring/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/template-fastio/index.html b/languages/java/template-fastio/index.html index 127d029ddee..efec2be92e0 100644 --- a/languages/java/template-fastio/index.html +++ b/languages/java/template-fastio/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/java/threading-in-javafx/index.html b/languages/java/threading-in-javafx/index.html index 016da318d66..d3d21bf2704 100644 --- a/languages/java/threading-in-javafx/index.html +++ b/languages/java/threading-in-javafx/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/erlang/index.html b/languages/others/erlang/index.html index 3580a3a9977..950d7ba2dfc 100644 --- a/languages/others/erlang/index.html +++ b/languages/others/erlang/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/general/index.html b/languages/others/general/index.html index 1ec9fc170d2..74c18aacf13 100644 --- a/languages/others/general/index.html +++ b/languages/others/general/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/index.html b/languages/others/index.html index a8a30e15645..6a48c4cdd70 100644 --- a/languages/others/index.html +++ b/languages/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/javascript-templating/index.html b/languages/others/javascript-templating/index.html index 0fbff613d07..504cb541662 100644 --- a/languages/others/javascript-templating/index.html +++ b/languages/others/javascript-templating/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/json/index.html b/languages/others/json/index.html index d472a32aa7c..4663c7be756 100644 --- a/languages/others/json/index.html +++ b/languages/others/json/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/markdown/index.html b/languages/others/markdown/index.html index 2c81b4e353b..3c6f8e20391 100644 --- a/languages/others/markdown/index.html +++ b/languages/others/markdown/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/other-languages/index.html b/languages/others/other-languages/index.html index 7773b29c8d0..122b76dead0 100644 --- a/languages/others/other-languages/index.html +++ b/languages/others/other-languages/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/r-language/index.html b/languages/others/r-language/index.html index a76844f7266..ec49d654a4b 100644 --- a/languages/others/r-language/index.html +++ b/languages/others/r-language/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/regular-expressions-regex/index.html b/languages/others/regular-expressions-regex/index.html index e08d1942875..d69c91d1549 100644 --- a/languages/others/regular-expressions-regex/index.html +++ b/languages/others/regular-expressions-regex/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/ruby/index.html b/languages/others/ruby/index.html index d419562623e..2e56d51e85e 100644 --- a/languages/others/ruby/index.html +++ b/languages/others/ruby/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/rust/index.html b/languages/others/rust/index.html index 4e66eed5c2e..9efef3f4427 100644 --- a/languages/others/rust/index.html +++ b/languages/others/rust/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/scala/index.html b/languages/others/scala/index.html index 10e9370acaf..52b53d29af0 100644 --- a/languages/others/scala/index.html +++ b/languages/others/scala/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/swift/index.html b/languages/others/swift/index.html index 568d6f602e2..3e5f9770209 100644 --- a/languages/others/swift/index.html +++ b/languages/others/swift/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/tla-plus/index.html b/languages/others/tla-plus/index.html index b624122d6ad..b9a6039f535 100644 --- a/languages/others/tla-plus/index.html +++ b/languages/others/tla-plus/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/toml/index.html b/languages/others/toml/index.html index dc4e8e6c2d9..554eebb136c 100644 --- a/languages/others/toml/index.html +++ b/languages/others/toml/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/web-assembly/index.html b/languages/others/web-assembly/index.html index d2dcc14661b..76bf14c3c7c 100644 --- a/languages/others/web-assembly/index.html +++ b/languages/others/web-assembly/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/others/yaml/index.html b/languages/others/yaml/index.html index b84b8aed801..ebe54d2b808 100644 --- a/languages/others/yaml/index.html +++ b/languages/others/yaml/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/codeigniter/application-architecture/index.html b/languages/php/codeigniter/application-architecture/index.html index 6512e54c653..6417e98c96a 100644 --- a/languages/php/codeigniter/application-architecture/index.html +++ b/languages/php/codeigniter/application-architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/codeigniter/basic-concepts/index.html b/languages/php/codeigniter/basic-concepts/index.html index 054a4b8f569..1e354a4ede5 100644 --- a/languages/php/codeigniter/basic-concepts/index.html +++ b/languages/php/codeigniter/basic-concepts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/codeigniter/commands/index.html b/languages/php/codeigniter/commands/index.html index ae5ba29fd84..0bce425254f 100644 --- a/languages/php/codeigniter/commands/index.html +++ b/languages/php/codeigniter/commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/codeigniter/configurations/index.html b/languages/php/codeigniter/configurations/index.html index ad7f6cd7ee7..e986cea4660 100644 --- a/languages/php/codeigniter/configurations/index.html +++ b/languages/php/codeigniter/configurations/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/codeigniter/helpers-functions/index.html b/languages/php/codeigniter/helpers-functions/index.html index 0370ca8e8be..5ecccbd4405 100644 --- a/languages/php/codeigniter/helpers-functions/index.html +++ b/languages/php/codeigniter/helpers-functions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/codeigniter/http/index.html b/languages/php/codeigniter/http/index.html index 07345ec398c..ba3064fa103 100644 --- a/languages/php/codeigniter/http/index.html +++ b/languages/php/codeigniter/http/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/codeigniter/index.html b/languages/php/codeigniter/index.html index d15325aaab7..f01b749f7d3 100644 --- a/languages/php/codeigniter/index.html +++ b/languages/php/codeigniter/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/codeigniter/intro/index.html b/languages/php/codeigniter/intro/index.html index 212c3e90102..5e8a64e6788 100644 --- a/languages/php/codeigniter/intro/index.html +++ b/languages/php/codeigniter/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/codeigniter/mvc/index.html b/languages/php/codeigniter/mvc/index.html index 520efab14e5..20daf428cce 100644 --- a/languages/php/codeigniter/mvc/index.html +++ b/languages/php/codeigniter/mvc/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/codeigniter/others/index.html b/languages/php/codeigniter/others/index.html index f899c322b40..6e0ff7736cc 100644 --- a/languages/php/codeigniter/others/index.html +++ b/languages/php/codeigniter/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/documentation/index.html b/languages/php/documentation/index.html index 80b45329f33..dfb808f5b25 100644 --- a/languages/php/documentation/index.html +++ b/languages/php/documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/example/index.html b/languages/php/example/index.html index 6009c87a8fb..1cc78beed8e 100644 --- a/languages/php/example/index.html +++ b/languages/php/example/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/frameworks/index.html b/languages/php/frameworks/index.html index e700cd6bee5..47c7b85e851 100644 --- a/languages/php/frameworks/index.html +++ b/languages/php/frameworks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/index.html b/languages/php/index.html index 125aa7f5d02..28d3e02feca 100644 --- a/languages/php/index.html +++ b/languages/php/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/intro/index.html b/languages/php/intro/index.html index 6471be51050..f45498764fb 100644 --- a/languages/php/intro/index.html +++ b/languages/php/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/operators/index.html b/languages/php/operators/index.html index d29b380df5d..b2886c36198 100644 --- a/languages/php/operators/index.html +++ b/languages/php/operators/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/others/index.html b/languages/php/others/index.html index 466b0887e2a..3700b9d3827 100644 --- a/languages/php/others/index.html +++ b/languages/php/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/syntax/index.html b/languages/php/syntax/index.html index f69c3678699..bb662f61539 100644 --- a/languages/php/syntax/index.html +++ b/languages/php/syntax/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/php/web-concepts/index.html b/languages/php/web-concepts/index.html index 6aa5ded91fe..53ecea50231 100644 --- a/languages/php/web-concepts/index.html +++ b/languages/php/web-concepts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/languages/sql/concepts/index.html b/languages/sql/concepts/index.html index eb0663d4c14..5af2f9dfe53 100644 --- a/languages/sql/concepts/index.html +++ b/languages/sql/concepts/index.html @@ -19,14 +19,14 @@ - - + + -

                                                                  Concepts

                                                                  +

                                                                  Concepts

                                                                  Predicate​

                                                                  A WHERE clause is a predicate. Retrieving records from a database using a projection statement like SELECT and combining it with any other clause that limits or filters your result set is considered to be a predicate. A predicate is an assertion which returns true or false. Only the true path affects the result set

                                                                  A predicate defines a logical condition being applied to rows in a table. SQL Predicates are found on the tail end of clauses, functions, and SQL expressions in existing query statements. It is an expression that evaluates to TRUE, FALSE, or UNKNOWN. Predicates are used in the search condition of WHERE clauses and HAVING clauses, the join conditions of FROM clauses, and other constructs where a Boolean value is required.

                                                                  diff --git a/languages/sql/cte-subquery/index.html b/languages/sql/cte-subquery/index.html index f70c6d375ea..b43bf1d9797 100644 --- a/languages/sql/cte-subquery/index.html +++ b/languages/sql/cte-subquery/index.html @@ -19,14 +19,14 @@ - - + + -

                                                                  CTE / Subquery

                                                                  +

                                                                  CTE / Subquery

                                                                  SQL Subqueries​

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +
                                                                  Copyright © 2025 Deep Notes, Built with ❤️
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- + + diff --git a/mathematics/statistics/confidence-intervals/index.html b/mathematics/statistics/confidence-intervals/index.html index 0c3f250108a..4d996501c94 100644 --- a/mathematics/statistics/confidence-intervals/index.html +++ b/mathematics/statistics/confidence-intervals/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/mathematics/statistics/correlation-and-covariance/index.html b/mathematics/statistics/correlation-and-covariance/index.html index 3151eb21e80..ad58df85b07 100644 --- a/mathematics/statistics/correlation-and-covariance/index.html +++ b/mathematics/statistics/correlation-and-covariance/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/mathematics/statistics/crash-course-statistics/index.html b/mathematics/statistics/crash-course-statistics/index.html index 3f4b666d1c9..9d1aee1d9c9 100644 --- a/mathematics/statistics/crash-course-statistics/index.html +++ b/mathematics/statistics/crash-course-statistics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/mathematics/statistics/crosstab/index.html b/mathematics/statistics/crosstab/index.html index abbbb2efbd3..807cbc313c6 100644 --- a/mathematics/statistics/crosstab/index.html +++ b/mathematics/statistics/crosstab/index.html @@ -19,8 +19,8 @@ - - + + @@ -50,12 +50,12 @@

                                                                  Cross-Tabulation With Chi-Square Analysis​

                                                                  -

                                                                  The Chi-square statistic is the primary statistic used for testing the statistical significance of the cross-tabulation table. Chi-square tests determine whether or not the two variables are independent. If the variables are independent (have no relationship), then the results of the statistical test will be “non-significant” and we are not able to reject the null hypothesis, meaning that we believe there is no relationship between the variables. If the variables are related, then the results of the statistical test will be “statistically significant” and we can reject the null hypothesis, meaning that we can state that there is some relationship between the variables.

                                                                  -

                                                                  The chi-square statistic, along with the associated probability of chance observation, may be computed for any table. If the variables are related (i.e., the observed table relationships would occur with very low probability, say only 5%) then we say that the results are “statistically significant” at the .05 or 5% level.

                                                                  +

                                                                  The Chi-square statistic is the primary statistic used for testing the statistical significance of the cross-tabulation table. Chi-square tests determine whether or not the two variables are independent. If the variables are independent (have no relationship), then the results of the statistical test will be "non-significant" and we are not able to reject the null hypothesis, meaning that we believe there is no relationship between the variables. If the variables are related, then the results of the statistical test will be "statistically significant" and we can reject the null hypothesis, meaning that we can state that there is some relationship between the variables.

                                                                  +

                                                                  The chi-square statistic, along with the associated probability of chance observation, may be computed for any table. If the variables are related (i.e., the observed table relationships would occur with very low probability, say only 5%) then we say that the results are "statistically significant" at the .05 or 5% level.

                                                                  This means that the variables have a low chance of being independent. Students of statistics will recall that the probability values (.05 or .01) reflect the researcher’s willingness to accept a type I error, or the probability of rejecting a true null hypothesis (meaning that we thought there was a relationship between the variables when there wasn’t).

                                                                  Furthermore, these probabilities are cumulative, meaning that if 20 tables are tested, the researcher can be almost assured that one of the tables is incorrectly found to have a relationship (20 x .05 = 100% chance). Depending on the cost of making mistakes, the researcher may apply more stringent criteria for declaring significance, such as .01 or .005.

                                                                  What is a Crosstab? - Data Analysis - Displayr

                                                                  -

                                                                  Cross-Tabulation Analysis: A Researchers Guide

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  Cross-Tabulation Analysis: A Researchers Guide

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/mathematics/statistics/descriptive-statistics/index.html b/mathematics/statistics/descriptive-statistics/index.html index 4c8cb999f86..b2eda0bbe98 100644 --- a/mathematics/statistics/descriptive-statistics/index.html +++ b/mathematics/statistics/descriptive-statistics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/mathematics/statistics/discriminant-analysis/index.html b/mathematics/statistics/discriminant-analysis/index.html index cb031a94b59..e578bbcac02 100644 --- a/mathematics/statistics/discriminant-analysis/index.html +++ b/mathematics/statistics/discriminant-analysis/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/mathematics/statistics/estimation-statistics/index.html b/mathematics/statistics/estimation-statistics/index.html index 9f4ec6b216b..c209680c1f0 100644 --- a/mathematics/statistics/estimation-statistics/index.html +++ b/mathematics/statistics/estimation-statistics/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/networking/others/apache-avro/index.html b/networking/others/apache-avro/index.html index aa3c821b1f5..dca3c924632 100644 --- a/networking/others/apache-avro/index.html +++ b/networking/others/apache-avro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/apache-parquet/index.html b/networking/others/apache-parquet/index.html index f94a7116d47..902d014908b 100644 --- a/networking/others/apache-parquet/index.html +++ b/networking/others/apache-parquet/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/data-formats/index.html b/networking/others/data-formats/index.html index c0fd6cac5a1..50a15d45439 100644 --- a/networking/others/data-formats/index.html +++ b/networking/others/data-formats/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/delta-lake-tutorial/index.html b/networking/others/delta-lake-tutorial/index.html index 12bb006b6ac..c907c8bdb0c 100644 --- a/networking/others/delta-lake-tutorial/index.html +++ b/networking/others/delta-lake-tutorial/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/delta-lake/index.html b/networking/others/delta-lake/index.html index 37bf7d1591f..d21aa3ecb07 100644 --- a/networking/others/delta-lake/index.html +++ b/networking/others/delta-lake/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/falcor/index.html b/networking/others/falcor/index.html index 62216a5486f..3d5e59541e3 100644 --- a/networking/others/falcor/index.html +++ b/networking/others/falcor/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/file-formats-comparisons/index.html b/networking/others/file-formats-comparisons/index.html index cdb8348c808..5aab957e10e 100644 --- a/networking/others/file-formats-comparisons/index.html +++ b/networking/others/file-formats-comparisons/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/file-formats/index.html b/networking/others/file-formats/index.html index 7a3a7aebee3..a77dc19100f 100644 --- a/networking/others/file-formats/index.html +++ b/networking/others/file-formats/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/grpc/commands/index.html b/networking/others/grpc/commands/index.html index c0f16e31667..bf68ab63772 100644 --- a/networking/others/grpc/commands/index.html +++ b/networking/others/grpc/commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/grpc/comparison/index.html b/networking/others/grpc/comparison/index.html index 02527dadcc0..9456242688d 100644 --- a/networking/others/grpc/comparison/index.html +++ b/networking/others/grpc/comparison/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/grpc/concepts/index.html b/networking/others/grpc/concepts/index.html index d3fcdce9bf2..6044653d9e7 100644 --- a/networking/others/grpc/concepts/index.html +++ b/networking/others/grpc/concepts/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/grpc/guides/index.html b/networking/others/grpc/guides/index.html index 1d1fec18268..1148f869469 100644 --- a/networking/others/grpc/guides/index.html +++ b/networking/others/grpc/guides/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/grpc/index.html b/networking/others/grpc/index.html index b5276ab7b79..35c653e287d 100644 --- a/networking/others/grpc/index.html +++ b/networking/others/grpc/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/grpc/intro/index.html b/networking/others/grpc/intro/index.html index feac9471b80..55a51d78c7d 100644 --- a/networking/others/grpc/intro/index.html +++ b/networking/others/grpc/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/grpc/others/index.html b/networking/others/grpc/others/index.html index db9159478a3..acac4ca489c 100644 --- a/networking/others/grpc/others/index.html +++ b/networking/others/grpc/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/index.html b/networking/others/index.html index cc1a446c6c0..bee78b32269 100644 --- a/networking/others/index.html +++ b/networking/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/other/index.html b/networking/others/other/index.html index a335e4dae49..869af5346e4 100644 --- a/networking/others/other/index.html +++ b/networking/others/other/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/protocol-buffers-protobuf/index.html b/networking/others/protocol-buffers-protobuf/index.html index b6f845b3169..c5abdea792b 100644 --- a/networking/others/protocol-buffers-protobuf/index.html +++ b/networking/others/protocol-buffers-protobuf/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/rpc/index.html b/networking/others/rpc/index.html index 37ec11a308f..2c431840acb 100644 --- a/networking/others/rpc/index.html +++ b/networking/others/rpc/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/serialization-deserialization/index.html b/networking/others/serialization-deserialization/index.html index 221976c74da..95b00fd237b 100644 --- a/networking/others/serialization-deserialization/index.html +++ b/networking/others/serialization-deserialization/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/vpn-tools/index.html b/networking/others/vpn-tools/index.html index a6713656cc2..0520c6e06de 100644 --- a/networking/others/vpn-tools/index.html +++ b/networking/others/vpn-tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/others/vpn/index.html b/networking/others/vpn/index.html index 4d5386c1454..8310fcb81a9 100644 --- a/networking/others/vpn/index.html +++ b/networking/others/vpn/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/amqp/index.html b/networking/protocols/amqp/index.html index 14618b78d17..207c1cd5018 100644 --- a/networking/protocols/amqp/index.html +++ b/networking/protocols/amqp/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/dns-domain-name-system/index.html b/networking/protocols/dns-domain-name-system/index.html index 817878c7c66..dc93b117ed4 100644 --- a/networking/protocols/dns-domain-name-system/index.html +++ b/networking/protocols/dns-domain-name-system/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/graphql/index.html b/networking/protocols/graphql/index.html index 532cf972290..0b09c6f3b73 100644 --- a/networking/protocols/graphql/index.html +++ b/networking/protocols/graphql/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/http-3-quic/index.html b/networking/protocols/http-3-quic/index.html index c9629805223..a8a8c32b197 100644 --- a/networking/protocols/http-3-quic/index.html +++ b/networking/protocols/http-3-quic/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/http-https/index.html b/networking/protocols/http-https/index.html index 955f721ee1d..e21c34f07fc 100644 --- a/networking/protocols/http-https/index.html +++ b/networking/protocols/http-https/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/http-status-code/index.html b/networking/protocols/http-status-code/index.html index 4554100d0ad..b189de270d9 100644 --- a/networking/protocols/http-status-code/index.html +++ b/networking/protocols/http-status-code/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/index.html b/networking/protocols/index.html index f1c632a2309..fa05fa8e5bd 100644 --- a/networking/protocols/index.html +++ b/networking/protocols/index.html @@ -19,8 +19,8 @@ - - + + @@ -56,12 +56,12 @@

                                                                  Network Pr
                                                                81. HTTP (HyperText Transfer Protocol) - HTTP is a protocol for fetching resources such as HTML documents. It is the foundation of any data exchange on the Web and it is a client-server protocol.
                                                                82. HTTP/3 - HTTP/3 is the next major revision of the HTTP. It runs on QUIC, a new transport protocol designed for mobile-heavy internet usage. It relies on UDP instead of TCP, which enables faster web page responsiveness. VR applications demand more bandwidth to render intricate details of a virtual scene and will likely benefit from migrating to HTTP/3 powered by QUIC.
                                                                83. HTTPS (HyperText Transfer Protocol Secure) - HTTPS extends HTTP and uses encryption for secure communications.
                                                                  84. -
                                                                84. WebSocket - WebSocket is a protocol that provides full-duplex communications over TCP. Clients establish WebSockets to receive real-time updates from the back-end services. Unlike REST, which always “pulls” data, WebSocket enables data to be “pushed”. Applications, like online gaming, stock trading, and messaging apps leverage WebSocket for real-time communication.
                                                                  85. +
                                                                85. WebSocket - WebSocket is a protocol that provides full-duplex communications over TCP. Clients establish WebSockets to receive real-time updates from the back-end services. Unlike REST, which always "pulls" data, WebSocket enables data to be "pushed". Applications, like online gaming, stock trading, and messaging apps leverage WebSocket for real-time communication.
                                                                86. TCP (Transmission Control Protocol) - TCP is is designed to send packets across the internet and ensure the successful delivery of data and messages over networks. Many application-layer protocols build on top of TCP.
                                                                87. UDP (User Datagram Protocol) - UDP sends packets directly to a target computer, without establishing a connection first. UDP is commonly used in time-sensitive communications where occasionally dropping packets is better than waiting. Voice and video traffic are often sent using this protocol.
                                                                88. SMTP (Simple Mail Transfer Protocol) - SMTP is a standard protocol to transfer electronic mail from one user to another.
                                                                89. FTP (File Transfer Protocol) - FTP is used to transfer computer files between client and server. It has separate connections for the control channel and data channel.

                                                                -

                                                                Popular Network Protocols

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                                                                Popular Network Protocols

                                                                Copyright © 2025 Deep Notes, Built with ❤️
                                                                \ No newline at end of file diff --git a/networking/protocols/intro/index.html b/networking/protocols/intro/index.html index 5716f46b913..1af5b847b84 100644 --- a/networking/protocols/intro/index.html +++ b/networking/protocols/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/messaging/index.html b/networking/protocols/messaging/index.html index 10c8396db64..d6029f9b640 100644 --- a/networking/protocols/messaging/index.html +++ b/networking/protocols/messaging/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/openapi/index.html b/networking/protocols/openapi/index.html index 9ed7fd0c19c..1ec4e7b1d24 100644 --- a/networking/protocols/openapi/index.html +++ b/networking/protocols/openapi/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/openthread/index.html b/networking/protocols/openthread/index.html index f3240f1e2b5..aa69842dbae 100644 --- a/networking/protocols/openthread/index.html +++ b/networking/protocols/openthread/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/others/index.html b/networking/protocols/others/index.html index 1662f61635a..2712804e6da 100644 --- a/networking/protocols/others/index.html +++ b/networking/protocols/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/protocols-intro/index.html b/networking/protocols/protocols-intro/index.html index 7faa58d68a3..4de9ded1bdf 100644 --- a/networking/protocols/protocols-intro/index.html +++ b/networking/protocols/protocols-intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/rest-representational-state-transfer-restful/index.html b/networking/protocols/rest-representational-state-transfer-restful/index.html index 045c682ddd2..92793e83858 100644 --- a/networking/protocols/rest-representational-state-transfer-restful/index.html +++ b/networking/protocols/rest-representational-state-transfer-restful/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/rsocket/index.html b/networking/protocols/rsocket/index.html index b533c7f9ae0..1e078f1d01c 100644 --- a/networking/protocols/rsocket/index.html +++ b/networking/protocols/rsocket/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/tcp-connection-oriented-protocol/flow-control/index.html b/networking/protocols/tcp-connection-oriented-protocol/flow-control/index.html index 5374b0c7dc1..0501350c642 100644 --- a/networking/protocols/tcp-connection-oriented-protocol/flow-control/index.html +++ b/networking/protocols/tcp-connection-oriented-protocol/flow-control/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/tcp-connection-oriented-protocol/index.html b/networking/protocols/tcp-connection-oriented-protocol/index.html index 8b98ebe3af3..c7b0cc5a5b7 100644 --- a/networking/protocols/tcp-connection-oriented-protocol/index.html +++ b/networking/protocols/tcp-connection-oriented-protocol/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/udp/index.html b/networking/protocols/udp/index.html index dfe36438334..46b4daaa5b9 100644 --- a/networking/protocols/udp/index.html +++ b/networking/protocols/udp/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/video-live-streaming/index.html b/networking/protocols/video-live-streaming/index.html index 39c9e58e7b7..da8a2cf3b19 100644 --- a/networking/protocols/video-live-streaming/index.html +++ b/networking/protocols/video-live-streaming/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/weave/index.html b/networking/protocols/weave/index.html index 803eac63a7d..66b4d3bb2cd 100644 --- a/networking/protocols/weave/index.html +++ b/networking/protocols/weave/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/websockets/index.html b/networking/protocols/websockets/index.html index f3e16ad9879..7583f2f8e22 100644 --- a/networking/protocols/websockets/index.html +++ b/networking/protocols/websockets/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/networking/protocols/zeromq-distributed-messaging/index.html b/networking/protocols/zeromq-distributed-messaging/index.html index b5d41aac341..77dcc197df2 100644 --- a/networking/protocols/zeromq-distributed-messaging/index.html +++ b/networking/protocols/zeromq-distributed-messaging/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/psychology/biases-fallacies/index.html b/psychology/biases-fallacies/index.html index 997c2a3bbcc..23fa5722b04 100644 --- a/psychology/biases-fallacies/index.html +++ b/psychology/biases-fallacies/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/psychology/learning/memory/index.html b/psychology/learning/memory/index.html index 211ba117d91..63d141206ab 100644 --- a/psychology/learning/memory/index.html +++ b/psychology/learning/memory/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/psychology/learning/mistakes-apology/index.html b/psychology/learning/mistakes-apology/index.html index 073dc676161..767788932c9 100644 --- a/psychology/learning/mistakes-apology/index.html +++ b/psychology/learning/mistakes-apology/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/psychology/learning/note-taking-second-brain-pkm-zettelkasten/index.html b/psychology/learning/note-taking-second-brain-pkm-zettelkasten/index.html index 0c27214b846..6cff14cf945 100644 --- a/psychology/learning/note-taking-second-brain-pkm-zettelkasten/index.html +++ b/psychology/learning/note-taking-second-brain-pkm-zettelkasten/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/psychology/learning/speed-reading/index.html b/psychology/learning/speed-reading/index.html index ac5904e5c30..1ef1575ed71 100644 --- a/psychology/learning/speed-reading/index.html +++ b/psychology/learning/speed-reading/index.html @@ -19,8 +19,8 @@ - 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                                                                Dark

                                                                The dark forest hypothesis is the conjecture that many alien civilizations exist throughout the universe, but they are both silent and paranoid. In this framing, it is presumed that any space-faring civilization would view any other intelligent life as an inevitable threat, and thus destroy any nascent life that makes its presence known. As a result, the electromagnetic spectrum would be relatively quiescent, without evidence of any intelligent alien life, as in a "dark forest" filled with "armed hunter(s) stalking through the trees like a ghost".

                                                                Dark forest hypothesis - Wikipedia

                                                                as-judged-by-themselves​

                                                                -

                                                                The “as-judged-by-themselves” principle is a standard that focuses on people's preferences and the importance of informed choice. It can justify a nudge-based intervention if the nudge aligns people's choices with what they already prefer.

                                                                -

                                                                According to Thaler and Sunstein, nudges should be used to enrich people's lives “as judged by themselves”. They also establish that nudges should be transparent and come with the option to opt out.

                                                                +

                                                                The "as-judged-by-themselves" principle is a standard that focuses on people's preferences and the importance of informed choice. It can justify a nudge-based intervention if the nudge aligns people's choices with what they already prefer.

                                                                +

                                                                According to Thaler and Sunstein, nudges should be used to enrich people's lives "as judged by themselves". They also establish that nudges should be transparent and come with the option to opt out.

                                                                A nudge is a mechanism that influences the behavior of a group of individuals through providing indirect suggestions. The purpose of nudging is to subtly direct people towards positive behavioral choices.

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                                                                +
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                                                                Parenting / children

                                                                  -
                                                                • Use adjectives - Teddy’s fur is soft,” “The radio is quiet,” “The tree outside is big
                                                                  • +
                                                                • Use adjectives - Teddy’s fur is soft," "The radio is quiet," "The tree outside is big
                                                                • Open cup drinking
                                                                • Homeschooling / Home School / Homeschool
                                                                    @@ -110,11 +110,11 @@

                                                                    ToysAretto - Unlocking Ultimate Comfort For Growing Kids Feet!

                                                                    Aggression - When a Child Hurts Other Children​

                                                                      -
                                                                    • Establish a firm rule: “Don’t hit. Hitting hurts, and we do not hurt people.”
                                                                      • +
                                                                    • Establish a firm rule: "Don’t hit. Hitting hurts, and we do not hurt people."
                                                                    • For aggressive behavior, give your child a brief time-out in a boring place. Assign one minute of time-out for every year of the child’s age, to a maximum of five minutes. Time-out helps a child learn to cool down rather than blow up when he is angry. If it looks as if your child might hurt someone, intervene immediately. Stop the behavior at the early threatening or shoving stage. Do not wait until the victim screams or is hurt. If a time-out does not seem to be effective, take away your child’s favorite toy or TV time for the rest of the day.
                                                                      • -
                                                                    • Give special attention to the victim. After putting your child in time-out, pick up the child who has been injured and give him extra sympathy and attention. It is especially helpful if you can rescue the victim before he is hurt. From the “perpetrator’s” viewpoint, the attention he wanted is now being given to the other child, and that should give him some “food for thought.” If fighting among your child and certain playmates or siblings is a pattern, make sure the “victim” isn’t setting up the “perpetrator” in order to gain attention.
                                                                      • +
                                                                    • Give special attention to the victim. After putting your child in time-out, pick up the child who has been injured and give him extra sympathy and attention. It is especially helpful if you can rescue the victim before he is hurt. From the "perpetrator’s" viewpoint, the attention he wanted is now being given to the other child, and that should give him some "food for thought." If fighting among your child and certain playmates or siblings is a pattern, make sure the "victim" isn’t setting up the "perpetrator" in order to gain attention.
                                                                    • Suggest acceptable ways to express anger. Encourage her to come to you when she’s angry and talk about it until she feels better. A second option is to teach your child to stop and count to ten before doing anything about her anger. A third option is to help her learn to walk away from a bad situation. Giving a time-out is one way of helping her walk away from anger.
                                                                      • -
                                                                    • Verbalize your child’s feelings for him. If he can’t talk about his anger, put it into words for him: “I know that you feel angry.” It is unrealistic to expect your child not to feel anger. You may need to make an understanding statement such as, “You wish you could punch your brother, but we cannot hurt other people.”
                                                                      • +
                                                                    • Verbalize your child’s feelings for him. If he can’t talk about his anger, put it into words for him: "I know that you feel angry." It is unrealistic to expect your child not to feel anger. You may need to make an understanding statement such as, "You wish you could punch your brother, but we cannot hurt other people."
                                                                    • Teach your child acceptable ways to get what she wants. Teach her how to ask or negotiate for what she wants rather than talking about it. Teach her how to take turns and how to trade one of her toys for the use of another child’s toy.
                                                                    • Never hit your child for hitting someone else. Hitting your child only teaches him that it is fine to hit if you are bigger. If your child tends to be aggressive, it is critical to eliminate all physical punishment, such as spanking. You can use many other consequences to help teach your child right from wrong
                                                                    • Praise your child for friendly behavior
                                                                      • @@ -313,6 +313,6 @@
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                                                                +
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                                                                Dig deeper​

                                                                Ask follow-up questions in order to get deeper information and clarify that everyone understands the same thing. Use the power of silence - just keep silent, look people in the eye, and nod - so they can expand on their thoughts and ideas without interruption.

                                                                Questioning Techniques That Build a Deeper Understanding​

                                                                -

                                                                The 5 Whys​

                                                                +

                                                                The 5 Whys​

                                                                This method helps you get a deeper understanding of the root causes and underlying beliefs and motivations of people. It's at the heart of a proper design thinking process. Sakichi Toyoda, one of the fathers of the Japanese industrial revolution, developed the technique in the 1930s. Here's how to apply it:

                                                                By question five, product designers most likely got closer to the root of the problem and shed light on new approaches to consider that weren't necessarily the original, "assumed" problem.

                                                                -

                                                                Who, What, Where, When, Why, and How​

                                                                +

                                                                Five whys - Wikipedia

                                                                +

                                                                Who, What, Where, When, Why, and How​

                                                                This is another framework that can be used in order to analyze and get a deeper understanding of the situation and context. Whenever you face a problem, asking these questions will help you get a clear view of the current situation, map critical pain points, and come up with possible ways of taking concrete action that will solve the problem:

                                                                • Who interferes with the process in the situation? Users, stakeholders, suppliers, clients, team...
                                                                  • @@ -79,6 +80,7 @@

                                                                  Five Ws - Wikipedia

                                                                  Questioning Techniques That Can Trigger the Imagination​

                                                                  There are some question starters that will help you frame your questions in a way that encourages imagination and causes people to develop new perspectives:

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                                                                  QuotesPhrases​

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                                                                  Case Aga

                                                                  Although people like to talk about their travels, few of us like to listen to them.

                                                                  Pessoa, Emerson, and Chesterton believed that travel, far from putting us in touch with humanity, divorced us from it. Travel turns us into the worst version of ourselves while convincing us that we’re at our best. Call this the traveller’s delusion.

                                                                  A tourist is a temporarily leisured person who voluntarily visits a place away from home for the purpose of experiencing a change. This definition is taken from the opening of "Hosts and Guests," the classic academic volume on the anthropology of tourism. The last phrase is crucial: touristic travel exists for the sake of change. But what, exactly, gets changed? Here is a telling observation from the concluding chapter of the same book: "Tourists are less likely to borrow from their hosts than their hosts are from them, thus precipitating a chain of change in the host community." We go to experience a change, but end up inflicting change on others.

                                                                  -

                                                                  Tourism is marked by its locomotive character. “I went to France.” O.K., but what did you do there? “I went to the Louvre.” O.K., but what did you do there? “I went to see the ‘Mona Lisa.’ ” That is, before quickly moving on: apparently, many people spend just fifteen seconds looking at the “Mona Lisa.” It’s locomotion all the way down.

                                                                  -

                                                                  A couple from Iowa driving around Mexico. They are enjoying the trip, but are a bit dissatisfied by the usual sights. They get lost, drive for hours on a rocky mountain road, and eventually, “in a tiny valley not even marked on the map,” stumble upon a village celebrating a religious festival. Watching the villagers dance, the tourists finally have “an authentic sight, a sight which is charming, quaint, picturesque, unspoiled.” Yet they still feel some dissatisfaction. Back home in Iowa, they gush about the experience to an ethnologist friend: You should have been there! You must come back with us! When the ethnologist does, in fact, return with them, “the couple do not watch the goings-on; instead they watch the ethnologist! Their highest hope is that their friend should find the dance interesting.” They need him to “certify their experience as genuine.”

                                                                  +

                                                                  Tourism is marked by its locomotive character. "I went to France." O.K., but what did you do there? "I went to the Louvre." O.K., but what did you do there? "I went to see the ‘Mona Lisa.’ " That is, before quickly moving on: apparently, many people spend just fifteen seconds looking at the "Mona Lisa." It’s locomotion all the way down.

                                                                  +

                                                                  A couple from Iowa driving around Mexico. They are enjoying the trip, but are a bit dissatisfied by the usual sights. They get lost, drive for hours on a rocky mountain road, and eventually, "in a tiny valley not even marked on the map," stumble upon a village celebrating a religious festival. Watching the villagers dance, the tourists finally have "an authentic sight, a sight which is charming, quaint, picturesque, unspoiled." Yet they still feel some dissatisfaction. Back home in Iowa, they gush about the experience to an ethnologist friend: You should have been there! You must come back with us! When the ethnologist does, in fact, return with them, "the couple do not watch the goings-on; instead they watch the ethnologist! Their highest hope is that their friend should find the dance interesting." They need him to "certify their experience as genuine."

                                                                  Travel is a boomerang. It drops you right where you started.

                                                                  -

                                                                  If you think that this doesn’t apply to you-that your own travels are magical and profound, with effects that deepen your values, expand your horizons, render you a true citizen of the globe, and so on-note that this phenomenon can’t be assessed first-personally. Pessoa, Chesterton, Percy, and Emerson were all aware that travellers tell themselves they’ve changed, but you can’t rely on introspection to detect a delusion. So cast your mind, instead, to any friends who are soon to set off on summer adventures. In what condition do you expect to find them when they return? They may speak of their travel as though it were transformative, a “once in a lifetime” experience, but will you be able to notice a difference in their behavior, their beliefs, their moral compass? Will there be any difference at all?

                                                                  +

                                                                  If you think that this doesn’t apply to you-that your own travels are magical and profound, with effects that deepen your values, expand your horizons, render you a true citizen of the globe, and so on-note that this phenomenon can’t be assessed first-personally. Pessoa, Chesterton, Percy, and Emerson were all aware that travellers tell themselves they’ve changed, but you can’t rely on introspection to detect a delusion. So cast your mind, instead, to any friends who are soon to set off on summer adventures. In what condition do you expect to find them when they return? They may speak of their travel as though it were transformative, a "once in a lifetime" experience, but will you be able to notice a difference in their behavior, their beliefs, their moral compass? Will there be any difference at all?

                                                                  Travel is fun, so it is not mysterious that we like it. What is mysterious is why we imbue it with a vast significance, an aura of virtue. If a vacation is merely the pursuit of unchanging change, an embrace of nothing, why insist on its meaning?

                                                                  Socrates said that philosophy is a preparation for death. For everyone else, there’s travel.

                                                                  -

                                                                  The Case Against Travel | The New Yorker

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                                                                  +

                                                                  The Case Against Travel | The New Yorker

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- + + diff --git a/python/django/admin-site/index.html b/python/django/admin-site/index.html index 384204ea0d8..9df77237b59 100644 --- a/python/django/admin-site/index.html +++ b/python/django/admin-site/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/advanced/index.html b/python/django/advanced/index.html index e2cfb25fe08..99508db6f28 100644 --- a/python/django/advanced/index.html +++ b/python/django/advanced/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/architecture/index.html b/python/django/architecture/index.html index cbca6c555c9..8e8093a015d 100644 --- a/python/django/architecture/index.html +++ b/python/django/architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/authentication-authorization/index.html b/python/django/authentication-authorization/index.html index 82b7270b2d8..9885bd95c0d 100644 --- a/python/django/authentication-authorization/index.html +++ b/python/django/authentication-authorization/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/cheatsheet/index.html b/python/django/cheatsheet/index.html index bb71d7b2d0c..e426224a0a6 100644 --- a/python/django/cheatsheet/index.html +++ b/python/django/cheatsheet/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/commands/index.html b/python/django/commands/index.html index 626b9e6d1a1..b0180cb795d 100644 --- a/python/django/commands/index.html +++ b/python/django/commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/content-types/index.html b/python/django/content-types/index.html index 2f26f46972b..94da2b48749 100644 --- a/python/django/content-types/index.html +++ b/python/django/content-types/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/django-rest-framework-drf/index.html b/python/django/django-rest-framework-drf/index.html index dd3cb6b5049..0763f39baa5 100644 --- a/python/django/django-rest-framework-drf/index.html +++ b/python/django/django-rest-framework-drf/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/django-template-language/index.html b/python/django/django-template-language/index.html index 662d56923a6..8318f3f1b29 100644 --- a/python/django/django-template-language/index.html +++ b/python/django/django-template-language/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/docs-topic-guides/index.html b/python/django/docs-topic-guides/index.html index 3f433b4058b..e5c836cce89 100644 --- a/python/django/docs-topic-guides/index.html +++ b/python/django/docs-topic-guides/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/index.html b/python/django/index.html index b7576bc3e2b..2db24bddfe7 100644 --- a/python/django/index.html +++ b/python/django/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/libraries/index.html b/python/django/libraries/index.html index d67a214afba..8f8dabfeb91 100644 --- a/python/django/libraries/index.html +++ b/python/django/libraries/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/logging/index.html b/python/django/logging/index.html index d94b1e4517e..700bd13d6e3 100644 --- a/python/django/logging/index.html +++ b/python/django/logging/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/models/index.html b/python/django/models/index.html index 14420467e9d..eb4f6b48594 100644 --- a/python/django/models/index.html +++ b/python/django/models/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/optimizations/index.html b/python/django/optimizations/index.html index 41309ce7b51..3fb0f9bd9df 100644 --- a/python/django/optimizations/index.html +++ b/python/django/optimizations/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/other-topics/index.html b/python/django/other-topics/index.html index 031788c7763..56b2919f72e 100644 --- a/python/django/other-topics/index.html +++ b/python/django/other-topics/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/others/index.html b/python/django/others/index.html index ab8116595ac..e88afc223f3 100644 --- a/python/django/others/index.html +++ b/python/django/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/overview/index.html b/python/django/overview/index.html index 66088c20819..231c7d410b6 100644 --- a/python/django/overview/index.html +++ b/python/django/overview/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/queryset-and-query-expressions/index.html b/python/django/queryset-and-query-expressions/index.html index 087df13f9ca..7d6cf8b285b 100644 --- a/python/django/queryset-and-query-expressions/index.html +++ b/python/django/queryset-and-query-expressions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/django/unicode/index.html b/python/django/unicode/index.html index 0df341d3562..1de66b31946 100644 --- a/python/django/unicode/index.html +++ b/python/django/unicode/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/01-intro/index.html b/python/documentation/01-intro/index.html index 3a5bab4a839..4b302fbc124 100644 --- a/python/documentation/01-intro/index.html +++ b/python/documentation/01-intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/02-built-in-functions/index.html b/python/documentation/02-built-in-functions/index.html index 446c2c13b82..d5c135a8d4b 100644 --- a/python/documentation/02-built-in-functions/index.html +++ b/python/documentation/02-built-in-functions/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/03-built-in-constants/index.html b/python/documentation/03-built-in-constants/index.html index 9905af09829..a8392d067db 100644 --- a/python/documentation/03-built-in-constants/index.html +++ b/python/documentation/03-built-in-constants/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/04-built-in-types/index.html b/python/documentation/04-built-in-types/index.html index 8d2634a01b9..615050584c8 100644 --- a/python/documentation/04-built-in-types/index.html +++ b/python/documentation/04-built-in-types/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/06-text-processing-services/index.html b/python/documentation/06-text-processing-services/index.html index 5e7e01a6507..606cb1ff848 100644 --- a/python/documentation/06-text-processing-services/index.html +++ b/python/documentation/06-text-processing-services/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/07-binary-data-services/index.html b/python/documentation/07-binary-data-services/index.html index 86cfbcf8347..da3ea1ce440 100644 --- a/python/documentation/07-binary-data-services/index.html +++ b/python/documentation/07-binary-data-services/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/08-data-types/index.html b/python/documentation/08-data-types/index.html index 2846e4047fd..ec6a4478afc 100644 --- a/python/documentation/08-data-types/index.html +++ b/python/documentation/08-data-types/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/09-numeric-and-mathematical-modules/index.html b/python/documentation/09-numeric-and-mathematical-modules/index.html index d2a94972a63..4c3b68cac23 100644 --- a/python/documentation/09-numeric-and-mathematical-modules/index.html +++ b/python/documentation/09-numeric-and-mathematical-modules/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/10-functional-programming-modules/index.html b/python/documentation/10-functional-programming-modules/index.html index f3542378fd7..f24e6269fa3 100644 --- a/python/documentation/10-functional-programming-modules/index.html +++ b/python/documentation/10-functional-programming-modules/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/11-file-and-directory-access/index.html b/python/documentation/11-file-and-directory-access/index.html index 40cc3081061..47ce9acdfdb 100644 --- a/python/documentation/11-file-and-directory-access/index.html +++ b/python/documentation/11-file-and-directory-access/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/12-data-persistence/index.html b/python/documentation/12-data-persistence/index.html index dcfae839a13..0b44523df40 100644 --- a/python/documentation/12-data-persistence/index.html +++ b/python/documentation/12-data-persistence/index.html @@ -19,8 +19,8 @@ - - + + @@ -111,6 +111,6 @@

                                                                  SQLite3
                                                                  con = sqlite3.connect('mydatabase.db')

                                                                  c.execute("DROP TABLE ratings")

                                                                  c.execute("CREATE TABLE IF NOT EXISTS ratings(userId int, movieId int, rating float, timestamp int)")

                                                                  c.execute("INSERT INTO ratings(userId, movieId, rating, timestamp) VALUES (?,?,?,?)", row)

                                                                  for row in c.execute("SELECT * FROM ratings"):
                                                                  	print(row)

                                                                  con.commit()

                                                                  This method commits the current transaction. If you don't call this method, anything you did since the last call tocommit()is not visible from other database connections.

                                                                  https://docs.python.org/3/library/sqlite3.html

                                                                  -

                                                                  SQLite and its weird new fork “libSQL” - YouTube

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  +

                                                                  SQLite and its weird new fork "libSQL" - YouTube

                                                                  Copyright © 2025 Deep Notes, Built with ❤️
                                                                  \ No newline at end of file diff --git a/python/documentation/14-file-formats/index.html b/python/documentation/14-file-formats/index.html index 949248582ba..81ab62251b7 100644 --- a/python/documentation/14-file-formats/index.html +++ b/python/documentation/14-file-formats/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/15-cryptographic-services/index.html b/python/documentation/15-cryptographic-services/index.html index 890cf07c485..09848579e21 100644 --- a/python/documentation/15-cryptographic-services/index.html +++ b/python/documentation/15-cryptographic-services/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/16-generic-operating-system-services-logging/index.html b/python/documentation/16-generic-operating-system-services-logging/index.html index 7dbcb2ca5c2..ecc005ac1c1 100644 --- a/python/documentation/16-generic-operating-system-services-logging/index.html +++ b/python/documentation/16-generic-operating-system-services-logging/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/17-concurrent-execution/index.html b/python/documentation/17-concurrent-execution/index.html index f6a31e58f47..2894700644d 100644 --- a/python/documentation/17-concurrent-execution/index.html +++ b/python/documentation/17-concurrent-execution/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/18-interprocess-communication-and-networking/index.html b/python/documentation/18-interprocess-communication-and-networking/index.html index 0cb1261ec2b..ae6f8a4d56d 100644 --- a/python/documentation/18-interprocess-communication-and-networking/index.html +++ b/python/documentation/18-interprocess-communication-and-networking/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/19-internet-data-handling/index.html b/python/documentation/19-internet-data-handling/index.html index 43682e64049..33d4c0593a3 100644 --- a/python/documentation/19-internet-data-handling/index.html +++ b/python/documentation/19-internet-data-handling/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/21-structured-markup-processing-tools/index.html b/python/documentation/21-structured-markup-processing-tools/index.html index e8a2430be7a..e797bb67b0a 100644 --- a/python/documentation/21-structured-markup-processing-tools/index.html +++ b/python/documentation/21-structured-markup-processing-tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/22-internet-protocols-and-support/index.html b/python/documentation/22-internet-protocols-and-support/index.html index bd11f70b2c4..adf318934db 100644 --- a/python/documentation/22-internet-protocols-and-support/index.html +++ b/python/documentation/22-internet-protocols-and-support/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/27-development-tools/index.html b/python/documentation/27-development-tools/index.html index b278a822525..22945c5994d 100644 --- a/python/documentation/27-development-tools/index.html +++ b/python/documentation/27-development-tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/27-development-tools/static-code-analysis/index.html b/python/documentation/27-development-tools/static-code-analysis/index.html index bd92a5f02b0..bad2e949c1a 100644 --- a/python/documentation/27-development-tools/static-code-analysis/index.html +++ b/python/documentation/27-development-tools/static-code-analysis/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/27-development-tools/testing/index.html b/python/documentation/27-development-tools/testing/index.html index 2116e007da7..7060ba0afba 100644 --- a/python/documentation/27-development-tools/testing/index.html +++ b/python/documentation/27-development-tools/testing/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/28-debugging-and-profiling/index.html b/python/documentation/28-debugging-and-profiling/index.html index c1db70bc7fe..5d35095673f 100644 --- a/python/documentation/28-debugging-and-profiling/index.html +++ b/python/documentation/28-debugging-and-profiling/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/30-python-runtime-services/index.html b/python/documentation/30-python-runtime-services/index.html index 994bdad7422..9750fca38e6 100644 --- a/python/documentation/30-python-runtime-services/index.html +++ b/python/documentation/30-python-runtime-services/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/33-python-language-services/index.html b/python/documentation/33-python-language-services/index.html index b04d28b5bb8..10f73215d3d 100644 --- a/python/documentation/33-python-language-services/index.html +++ b/python/documentation/33-python-language-services/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/index.html b/python/documentation/index.html index cd87d888b14..a3e10176088 100644 --- a/python/documentation/index.html +++ b/python/documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/pep/index.html b/python/documentation/pep/index.html index b5db3cc6943..d6d126935cb 100644 --- a/python/documentation/pep/index.html +++ b/python/documentation/pep/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/python-howtos/index.html b/python/documentation/python-howtos/index.html index efed347ffce..2653a441b0c 100644 --- a/python/documentation/python-howtos/index.html +++ b/python/documentation/python-howtos/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/python-language-reference/index.html b/python/documentation/python-language-reference/index.html index 2b871ce6086..b2ce1541936 100644 --- a/python/documentation/python-language-reference/index.html +++ b/python/documentation/python-language-reference/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/documentation/the-python-standard-library/index.html b/python/documentation/the-python-standard-library/index.html index cb92fc8a0c4..f3ff47128db 100644 --- a/python/documentation/the-python-standard-library/index.html +++ b/python/documentation/the-python-standard-library/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/index.html b/python/index.html index 8f9cf808046..fd40b80ae74 100644 --- a/python/index.html +++ b/python/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/boto-and-boto3/index.html b/python/others/boto-and-boto3/index.html index 76b36930331..2ed12adefc6 100644 --- a/python/others/boto-and-boto3/index.html +++ b/python/others/boto-and-boto3/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/boto-and-boto3/slides/index.html b/python/others/boto-and-boto3/slides/index.html index 987089fb9dc..5e077e11b89 100644 --- a/python/others/boto-and-boto3/slides/index.html +++ b/python/others/boto-and-boto3/slides/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/fastapi/index.html b/python/others/fastapi/index.html index c08215c2f68..7bc9804efa8 100644 --- a/python/others/fastapi/index.html +++ b/python/others/fastapi/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/fastapi/internal-working/index.html b/python/others/fastapi/internal-working/index.html index b186cf9a1fa..26c3759b014 100644 --- a/python/others/fastapi/internal-working/index.html +++ b/python/others/fastapi/internal-working/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/flask/documentation/index.html b/python/others/flask/documentation/index.html index ae98df99c31..c2f97e79a57 100644 --- a/python/others/flask/documentation/index.html +++ b/python/others/flask/documentation/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/flask/flask-sqlalchemy/index.html b/python/others/flask/flask-sqlalchemy/index.html index 6d36f425999..773e5c407a4 100644 --- a/python/others/flask/flask-sqlalchemy/index.html +++ b/python/others/flask/flask-sqlalchemy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/flask/index.html b/python/others/flask/index.html index 97e9a5c9613..4ee184709f5 100644 --- a/python/others/flask/index.html +++ b/python/others/flask/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/flask/others/index.html b/python/others/flask/others/index.html index 443b23950e6..2bc4f2ef081 100644 --- a/python/others/flask/others/index.html +++ b/python/others/flask/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/frameworks/index.html b/python/others/frameworks/index.html index dcd3ab2172f..3f0f22d223f 100644 --- a/python/others/frameworks/index.html +++ b/python/others/frameworks/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/index.html b/python/others/index.html index 1ff0dbe06c0..6e528e13cf5 100644 --- a/python/others/index.html +++ b/python/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/libraries/index.html b/python/others/libraries/index.html index 2ecbb92f6ea..0d25d395ff7 100644 --- a/python/others/libraries/index.html +++ b/python/others/libraries/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/pymysql/index.html b/python/others/pymysql/index.html index bd9e70f0adf..21bb541a2af 100644 --- a/python/others/pymysql/index.html +++ b/python/others/pymysql/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/requests/index.html b/python/others/requests/index.html index 2fc1c367b45..85780594556 100644 --- a/python/others/requests/index.html +++ b/python/others/requests/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/sqlalchemy/index.html b/python/others/sqlalchemy/index.html index efcce59cc36..c5ff106704e 100644 --- a/python/others/sqlalchemy/index.html +++ b/python/others/sqlalchemy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/sqlalchemy/models/index.html b/python/others/sqlalchemy/models/index.html index 80f28ea520c..e316637f08e 100644 --- a/python/others/sqlalchemy/models/index.html +++ b/python/others/sqlalchemy/models/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/sqlalchemy/orm/index.html b/python/others/sqlalchemy/orm/index.html index 0073d83e812..488ce3461b8 100644 --- a/python/others/sqlalchemy/orm/index.html +++ b/python/others/sqlalchemy/orm/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/others/twisted/index.html b/python/others/twisted/index.html index d1ca83717f3..d6c32a94bef 100644 --- a/python/others/twisted/index.html +++ b/python/others/twisted/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/python-intro/basic/index.html b/python/python-intro/basic/index.html index 915c411d735..31430fcd9b7 100644 --- a/python/python-intro/basic/index.html +++ b/python/python-intro/basic/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/python-intro/classes/index.html b/python/python-intro/classes/index.html index 48a4bd3aad6..c8bc054b5ec 100644 --- a/python/python-intro/classes/index.html +++ b/python/python-intro/classes/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/python-intro/data-structure/dict-evolution/index.html b/python/python-intro/data-structure/dict-evolution/index.html index c8215c6889e..877e355ea73 100644 --- a/python/python-intro/data-structure/dict-evolution/index.html +++ b/python/python-intro/data-structure/dict-evolution/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/python-intro/data-structure/dictionary-architecture/index.html b/python/python-intro/data-structure/dictionary-architecture/index.html index b6685b9bfc7..2a7e305a569 100644 --- a/python/python-intro/data-structure/dictionary-architecture/index.html +++ b/python/python-intro/data-structure/dictionary-architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/python/python-intro/data-structure/dictionary/index.html 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                                                                  Configuration

                                                                • orphaned_tasks_check_interval

                                                                  How often (in seconds) should the scheduler check for orphaned tasks or dead SchedulerJobs.

                                                                  -

                                                                  This setting controls how a dead scheduler will be noticed and the tasks it was “supervising” get picked up by another scheduler. The tasks will stay running, so there is no harm in not detecting this for a while.

                                                                  -

                                                                  When a SchedulerJob is detected as “dead” (as determined by scheduler_health_check_threshold) any running or queued tasks that were launched by the dead process will be “adopted” and monitored by this scheduler instead.

                                                                  +

                                                                  This setting controls how a dead scheduler will be noticed and the tasks it was "supervising" get picked up by another scheduler. The tasks will stay running, so there is no harm in not detecting this for a while.

                                                                  +

                                                                  When a SchedulerJob is detected as "dead" (as determined by scheduler_health_check_threshold) any running or queued tasks that were launched by the dead process will be "adopted" and monitored by this scheduler instead.

                                                                • dag_dir_list_interval How often (in seconds) to scan the DAGs directory for new files.

                                                                  @@ -88,7 +88,7 @@

                                                                  Configuration

                                                                  scheduler_idle_sleep_time Controls how long the scheduler will sleep between loops, but if there was nothing to do in the loop. i.e. if it scheduled something then it will start the next loop iteration straight away. This parameter is badly named (historical reasons) and it will be renamed in the future with deprecation of the current name.

                                                                • -

                                                                  schedule_after_task_execution Should the Task supervisor process perform a “mini scheduler” to attempt to schedule more tasks of the same DAG. Leaving this on will mean tasks in the same DAG execute quicker, but might starve out other DAGs in some circumstances.

                                                                  +

                                                                  schedule_after_task_execution Should the Task supervisor process perform a "mini scheduler" to attempt to schedule more tasks of the same DAG. Leaving this on will mean tasks in the same DAG execute quicker, but might starve out other DAGs in some circumstances.

                                                                https://medium.com/@dustinstansbury/how-quizlet-uses-apache-airflow-in-practice-a903cbb5626d

                                                                @@ -130,6 +130,6 @@

                                                                https://drivy.engineering/airflow-architecture

                                                                Others​

                                                                Clockwork: Distributed, Scalable Job Scheduler​

                                                                -

                                                                https://cynic.dev/posts/clockwork-scalable-job-scheduler

                                                                Copyright © 2025 Deep Notes, Built with ❤️
                                                                +

                                                                https://cynic.dev/posts/clockwork-scalable-job-scheduler

                                                                Copyright © 2025 Deep Notes, Built with ❤️
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- + + diff --git a/technologies/celery/commands-tools/index.html b/technologies/celery/commands-tools/index.html index a03b9e9c355..36d585f67c9 100644 --- a/technologies/celery/commands-tools/index.html +++ b/technologies/celery/commands-tools/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/celery/index.html b/technologies/celery/index.html index 0d363693399..984ab2697dd 100644 --- a/technologies/celery/index.html +++ b/technologies/celery/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/celery/workers/index.html b/technologies/celery/workers/index.html index a947a26d245..458b1b0b858 100644 --- a/technologies/celery/workers/index.html +++ b/technologies/celery/workers/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/elasticsearch/analysis-and-analyzers/index.html b/technologies/elasticsearch/analysis-and-analyzers/index.html index c3155d3a118..c948e17dead 100644 --- a/technologies/elasticsearch/analysis-and-analyzers/index.html +++ b/technologies/elasticsearch/analysis-and-analyzers/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/elasticsearch/architecture/index.html b/technologies/elasticsearch/architecture/index.html index 53c01f8922c..3cdd699e425 100644 --- a/technologies/elasticsearch/architecture/index.html +++ b/technologies/elasticsearch/architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/elasticsearch/commands/index.html b/technologies/elasticsearch/commands/index.html index 1ca7cb01891..300d4904fe2 100644 --- a/technologies/elasticsearch/commands/index.html +++ b/technologies/elasticsearch/commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/elasticsearch/elastalert/index.html b/technologies/elasticsearch/elastalert/index.html index 4ad248cd069..9d1985f0326 100644 --- a/technologies/elasticsearch/elastalert/index.html +++ b/technologies/elasticsearch/elastalert/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/elasticsearch/elasticsearch-the-definitive-guide/index.html b/technologies/elasticsearch/elasticsearch-the-definitive-guide/index.html index e405b9478e8..2bbbd37d975 100644 --- a/technologies/elasticsearch/elasticsearch-the-definitive-guide/index.html +++ b/technologies/elasticsearch/elasticsearch-the-definitive-guide/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/elasticsearch/elk-efk-stack-elastic-stack-elasticsearch/index.html b/technologies/elasticsearch/elk-efk-stack-elastic-stack-elasticsearch/index.html index 1748766151a..864e1fd3d12 100644 --- a/technologies/elasticsearch/elk-efk-stack-elastic-stack-elasticsearch/index.html +++ b/technologies/elasticsearch/elk-efk-stack-elastic-stack-elasticsearch/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/elasticsearch/full-text-searches/index.html b/technologies/elasticsearch/full-text-searches/index.html index 0b059e109ef..a8059bc729a 100644 --- a/technologies/elasticsearch/full-text-searches/index.html +++ b/technologies/elasticsearch/full-text-searches/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/elasticsearch/getting-started/index.html b/technologies/elasticsearch/getting-started/index.html index 0a90bb3521b..2487cffb02a 100644 --- a/technologies/elasticsearch/getting-started/index.html +++ b/technologies/elasticsearch/getting-started/index.html @@ -19,8 +19,8 @@ - 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- + + diff --git a/technologies/kafka/intro-to-kafka/index.html b/technologies/kafka/intro-to-kafka/index.html index 34f77861d0c..614aaa7827b 100644 --- a/technologies/kafka/intro-to-kafka/index.html +++ b/technologies/kafka/intro-to-kafka/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/intro/index.html b/technologies/kafka/intro/index.html index be531dc5815..096ce1592d8 100644 --- a/technologies/kafka/intro/index.html +++ b/technologies/kafka/intro/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/kafka-architecture/index.html b/technologies/kafka/kafka-architecture/index.html index fd2fa467599..dc3ca4344e8 100644 --- a/technologies/kafka/kafka-architecture/index.html +++ b/technologies/kafka/kafka-architecture/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/kafka-commands/index.html b/technologies/kafka/kafka-commands/index.html index 35602042783..c6c8408ca7f 100644 --- a/technologies/kafka/kafka-commands/index.html +++ b/technologies/kafka/kafka-commands/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/kafka-connect/index.html b/technologies/kafka/kafka-connect/index.html index e52452a73ac..f3f2e2d19e5 100644 --- a/technologies/kafka/kafka-connect/index.html +++ b/technologies/kafka/kafka-connect/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/kafka-consumers/index.html b/technologies/kafka/kafka-consumers/index.html index 8943dcfd5ea..b1674cef5bf 100644 --- a/technologies/kafka/kafka-consumers/index.html +++ b/technologies/kafka/kafka-consumers/index.html @@ -19,8 +19,8 @@ - - + + @@ -49,7 +49,7 @@

                                                                HeatbeatsResolving the “The coordinator is not aware of this member” Error in Kafka Consumers | by Joao Furtado | Mercafacil | Medium

                                                                +

                                                                Resolving the "The coordinator is not aware of this member" Error in Kafka Consumers | by Joao Furtado | Mercafacil | Medium

                                                                How Does the Process of Assigning Partitions to Brokers Work?​

                                                                Copyright © 2025 Deep Notes, Built with ❤️
                                                                +
                                                                Copyright © 2025 Deep Notes, Built with ❤️
                                                                \ No newline at end of file diff --git a/technologies/kafka/kafka-listeners/index.html b/technologies/kafka/kafka-listeners/index.html index a6c3429ce15..1c5620b0adb 100644 --- a/technologies/kafka/kafka-listeners/index.html +++ b/technologies/kafka/kafka-listeners/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/kafka-producers/index.html b/technologies/kafka/kafka-producers/index.html index 4455edec17f..47c91bd2fb6 100644 --- a/technologies/kafka/kafka-producers/index.html +++ b/technologies/kafka/kafka-producers/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/kafka-python/index.html b/technologies/kafka/kafka-python/index.html index c9b6861d748..c0d666c2c72 100644 --- a/technologies/kafka/kafka-python/index.html +++ b/technologies/kafka/kafka-python/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/kafka-rest-proxy/index.html b/technologies/kafka/kafka-rest-proxy/index.html index b858c1369ba..603879200d5 100644 --- a/technologies/kafka/kafka-rest-proxy/index.html +++ b/technologies/kafka/kafka-rest-proxy/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/kafka-schema-registry/index.html b/technologies/kafka/kafka-schema-registry/index.html index d20bdd16861..c221a60c7aa 100644 --- a/technologies/kafka/kafka-schema-registry/index.html +++ b/technologies/kafka/kafka-schema-registry/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/kafka-streams/index.html b/technologies/kafka/kafka-streams/index.html index 071e5091cf1..661ef4de96b 100644 --- a/technologies/kafka/kafka-streams/index.html +++ b/technologies/kafka/kafka-streams/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/kafka-topic-replication/index.html b/technologies/kafka/kafka-topic-replication/index.html index ba9a8b14a2a..5a32a1d54d0 100644 --- a/technologies/kafka/kafka-topic-replication/index.html +++ b/technologies/kafka/kafka-topic-replication/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/kafkacat/index.html b/technologies/kafka/kafkacat/index.html index 28f552e103f..9b33c1e736f 100644 --- a/technologies/kafka/kafkacat/index.html +++ b/technologies/kafka/kafkacat/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/migration-mirroring-replication/index.html b/technologies/kafka/migration-mirroring-replication/index.html index b2b9a5a4886..9c8c8b30e1b 100644 --- a/technologies/kafka/migration-mirroring-replication/index.html +++ b/technologies/kafka/migration-mirroring-replication/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/monitoring/index.html b/technologies/kafka/monitoring/index.html index fc7b24000a9..009c570f8f5 100644 --- a/technologies/kafka/monitoring/index.html +++ b/technologies/kafka/monitoring/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/others/index.html b/technologies/kafka/others/index.html index 7225dd9d2a6..228942cd77d 100644 --- a/technologies/kafka/others/index.html +++ b/technologies/kafka/others/index.html @@ -19,8 +19,8 @@ - - + + diff --git a/technologies/kafka/security/index.html b/technologies/kafka/security/index.html index bfa495007b4..331dc134978 100644 --- a/technologies/kafka/security/index.html +++ b/technologies/kafka/security/index.html @@ -19,8 +19,8 @@ - - + + @@ -31,11 +31,11 @@

                                                                Problems Security is solving​

                                                                Kafka Security has three components:

                                                                Encryption of data in-flight using SSL / TLS​

                                                                -

                                                                This allows your data to be encrypted between your producers and Kafka and your consumers and Kafka. This is a very common pattern everyone has used when going on the web. That’s the “S” of HTTPS (that beautiful green lock you see everywhere on the web).

                                                                +

                                                                This allows your data to be encrypted between your producers and Kafka and your consumers and Kafka. This is a very common pattern everyone has used when going on the web. That’s the "S" of HTTPS (that beautiful green lock you see everywhere on the web).

                                                                Authentication using SSL or SASL​

                                                                This allows your producers and your consumers to authenticate to your Kafka cluster, which verifies their identity. It’s also a secure way to enable your clients to endorse an identity. Why would you want that? Well, for authorization!

                                                                Authorization using ACLs​

                                                                Once your clients are authenticated, your Kafka brokers can run them against access control lists (ACL) to determine whether or not a particular client would be authorised to write or read to some topic.

                                                                -

                                                                Introduction to Apache Kafka Security 🔒 | by Stéphane Maarek | Medium

                                                                Copyright © 2025 Deep Notes, Built with ❤️
                                                                +

                                                                Introduction to Apache Kafka Security 🔒 | by Stéphane Maarek | Medium

                                                                Copyright © 2025 Deep Notes, Built with ❤️
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