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Jeanne's Projects

fifa_21_prediction_model icon fifa_21_prediction_model

This repository contains a prediction model for estimating the Overall Rating (OVA) of FIFA 21 players based on various attributes available on SoFIFA. The model utilizes data cleaning, feature selection, and a linear regression algorithm to make predictions.

shelter_capacity icon shelter_capacity

This project examines the correlation between shelter occupancy rates and weather conditions in Toronto. By analyzing historical data, it aims to determine if weather influences occupancy rates. Insights gained can aid resource allocation and policy-making for homelessness interventions and vulnerable populations' well-being.

song_recommender icon song_recommender

Recommender implemented using unsupervised machine learning, web scraping, and APIs to deliver personalized song recommendations. Utilizing clustering analysis on song features and data extraction techniques via web scraping and APIs, it provides tailored suggestions based on user input.

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