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1. scalable-multiclass-classification-lightgbm-catboost scalable-multiclass-classification-lightgbm-catboost Public

   This project aims to solve a multi-class classification problem using a dataset of 1.2 million samples. The dataset was preprocessed, balanced, and used to train and evaluate two advanced machine l…

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2. movie-network-analysis movie-network-analysis Public

   This project involves scraping and analyzing data from Rotten Tomatoes' "Movies on Netflix 2024 (At Home)" category. The primary goal is to construct and analyze a network graph representing relati…

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3. twitch-network-analysis twitch-network-analysis Public

   This project delves into social network analysis, focusing on Twitch, a popular streaming platform. Using a dataset from the Stanford Network Analysis Project (SNAP), the research explores the intr…

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4. volleyball-player-stat-analysis volleyball-player-stat-analysis Public

   This project analyzes player statistics from the Illinois Tech volleyball team for NCAA Division 3 (2024). Using advanced machine learning techniques, the analysis evaluates the relationship betwee…

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