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1. Regression Regression Public

   In this repository, I have explored various regression algorithms. The code is currently incomplete as I am still working on finalizing it.

   Jupyter Notebook

2. Basic_Preprocessing_template Basic_Preprocessing_template Public

   A basic template for preprocessing CSV file data, including data loading, handling missing values, encoding, scaling, and splitting into training and test sets. Perfect for quick reference and cons…

   Python

3. Bigdata_transcript_summarization Bigdata_transcript_summarization Public

   This project utilizes PySpark and spaCy for NLP to summarize educational video transcripts, assessed with ROUGE metrics. It features two models: one with Spark DataFrames and machine learning, and …

   Jupyter Notebook

4. Hand_Gesture-recognition- Hand_Gesture-recognition- Public

   Forked from aaahunt/DSML

   Data Science with Machine Learning (COMP4030 UNUK) - Coursework 2

   Jupyter Notebook

5. Info-Visualization Info-Visualization Public

   This project analyzes the "Feature films" dataset of Studio Ghibli using R. Various visualization techniques are employed to uncover insights and explore patterns affecting film ratings. The report…

   R

6. SQL_implementation- SQL_implementation- Public

   This repository is dedicated to SQL learning and practice. It contains notes on SQL concepts, a practice project(not original) to apply the learned skills, and links to various study materials for …