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Learn, Unlearn & Relearn: What Got You Here Won’t Get You There

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▶ Research

1. Landing an Impactful Research Project by Mr. Ashwin De Silva [video] [pdf]
2. Convert PDFs to Audiobooks with Machine Learning
3. Google Advanced Search
4. How to write an abstract

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▶ AI, ML, DL

1. Papers & tech blogs by companies sharing their work on data science & machine learning in production eugeneyan/applied-ml
2. OCTAVE(The John Keells Group Data and Advanced Analytics Center of Excellence) Webinars YouTube
3. Machine Learning on Graphs
4. Machine Learinng System Design

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▶ Computer Vision

1. Niantic Labs

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▶ Random utilities and tools

1. PDF merger
2. Animation engine for explanatory math videos used in 3B1B; The community-maintained version

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▶ Guides to install some software: the half-blood prince versions🤫😂

1. Installing Chisel and FPGA Tools and Verilator for SIGRVPD - Special Interest Group RISC-V Processor Design - University of Moratuwa
2. Creating a virtual environment for Computer Vision
3. Accessing the Raspberry Pi through the command prompt for the first time(with Rpi OS installation)
4. Installing Windows Subsystem for Linux + Change WSL's directory to another Drive other than Window C:\
5. Dual Boot Windows and Ubuntu Correctly

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▶ Things, I wish I knew at early days in my University life

Sometimes we are late and fucked up. But I believe it's never too late

1. What does "Learning Outcomes" in your course outline really mean?

• They made no sense for me until I get to know about REVISED Bloom’s Taxonomy in the beginning of my third year at uni!😐 There are six levels of cognitive learning according to the revised version of Bloom's Taxonomy. Each level is conceptually different. The six levels are remembering, understanding, applying, analyzing, evaluating, and creating. These levels can be helpful in developing learning outcomes because certain verbs are particularly appropriate at each level and not appropriate at other levels.

2. What is the performance level that you are required to have as a university student?

• Biggs and Collins (1982) developed the SOLO (Structure of Observed Learning Outcomes) taxonomy as a systematic way of describing how a learner’s performance grows in complexity when mastering tasks. Performance levels of learners range from the lower end (Pre-structural) to the higher end (Extended Abstract)

• Research level can be identified as the SOLO level 5!: Extended Abstract Level The student may generalize structure beyond what was given, may perceive structure from many different perspectives, and transfer ideas to new areas. He/she may have the competence to generalise, hypothesise, criticize or theorise.

3. How to Speak by Patrick Winston

• Patrick Winston's How to Speak talk has been an MIT tradition for over 40 years. Offered every January, the talk is intended to improve your speaking ability in critical situations by teaching you a few heuristic rules.

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▶ Excel Tricks

• Trim primary key =TRIM(A:A)
• Check availability of primary key on another sheet =COUNTIF(<other sheet name>!E:E,F:F)>0
• Filter rows depending on a key =filter(<other sheet name>!A:E,<other sheet name>!G:G=FALSE)

▶ Repos to Transform the way U approach Technical Interviews

𝟏. 𝐂𝐨𝐝𝐢𝐧𝐠 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐈𝐧𝐭𝐞𝐫𝐯𝐢𝐞𝐰 𝟐𝟑𝟒𝐊⭐ A complete computer science study plan to become a software engineer. Link: https://lnkd.in/d3RMTjpd

𝟐. 𝐓𝐞𝐜𝐡 𝐈𝐧𝐭𝐞𝐫𝐯𝐢𝐞𝐰 𝐇𝐚𝐧𝐝𝐛𝐨𝐨𝐤 𝟕𝟖.𝟔𝐤⭐ Curated coding interview preparation materials for busy software engineers Link: https://lnkd.in/dv2-Dpey

𝟑. 𝐉𝐚𝐯𝐚𝐒𝐜𝐫𝐢𝐩𝐭 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦𝐬 𝟏𝟓𝟏𝐤⭐ Algorithms and data structures implemented in JavaScript with explanations and links to further readings Link: https://lnkd.in/dMVcK7pX

𝟒. 𝐇𝐨𝐰 𝐓𝐡𝐞 𝐖𝐞𝐛 𝐖𝐨𝐫𝐤𝐬 𝟗.𝟔𝐤⭐ The inner workings of the internet are explained in this repository. Link: https://lnkd.in/dY_dj_nf

𝟓. 𝐉𝐚𝐯𝐚𝐒𝐜𝐫𝐢𝐩𝐭 𝐐𝐮𝐞𝐬𝐭𝐢𝐨𝐧𝐬 𝟒𝟕.𝟕𝐤⭐ A long list of (advanced) JavaScript questions, and their explanations ✨ Link: https://lnkd.in/dSJJ45Hm

𝟔. 𝐓𝐡𝐞 𝐒𝐲𝐬𝐭𝐞𝐦 𝐏𝐫𝐢𝐦𝐞𝐫 𝟏𝟗𝟕𝐤⭐ Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. Link: https://lnkd.in/d4vfp5y7

𝟕. 𝐑𝐞𝐚𝐜𝐭 𝐈𝐧𝐭𝐞𝐫𝐯𝐢𝐞𝐰 𝐐𝐮𝐞𝐬𝐭𝐢𝐨𝐧𝐬 & 𝐀𝐧𝐬𝐰𝐞𝐫𝐬 𝟐𝟑.𝟗𝐤⭐ List of top 500 ReactJS Interview Questions & Answers....Coding exercise questions are coming soon!! Link: https://lnkd.in/dDhFHXZ4

𝟖. 𝐀𝐰𝐞𝐬𝐨𝐦𝐞 𝐈𝐧𝐭𝐞𝐫𝐯𝐢𝐞𝐰𝐬 𝟒𝟗.𝟕𝐤⭐ This repository is a collection of a number of languages that you can look up to and crush your technical interview. Link: https://lnkd.in/dgpG9JSW

𝟗. 𝐁𝐮𝐢𝐥𝐝 𝐘𝐨𝐮𝐫 𝐎𝐰𝐧 𝐗 𝟏𝟔𝟔𝐤⭐ Master programming by recreating your favorite technologies from scratch. Link: https://lnkd.in/dMR2iPQJ

𝟏𝟎. 𝐓𝐡𝐞 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦𝐬 𝟐𝟐.𝟐𝐤⭐ Algorithms and Data Structures implemented in JavaScript for beginners, following best practices. Link: https://lnkd.in/dmJ7Yyxa