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1. uci-diabetes-progression-prediction-regression uci-diabetes-progression-prediction-regression Public

   This project predicts diabetes progression using Linear Regression, Ridge, and Lasso models from Scikit-learn on the diabetes dataset. It includes exploratory data analysis, preprocessing, model tr…

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2. car-price-prediction-regression-ml car-price-prediction-regression-ml Public

   This project predicts used car prices using regression models including Linear, Ridge, Random Forest, XGBoost, and LightGBM. It covers preprocessing, EDA, model evaluation, hyperparameter tuning, a…

   Jupyter Notebook

3. alegira-fwi-linear-regression alegira-fwi-linear-regression Public

   This project uses the Algerian Forest Fires dataset from the UCI Machine Learning Repository to predict fire risk using linear regression. The dataset includes temperature, humidity, wind, rain, an…

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4. uci-diabetes-readmission-pyspark uci-diabetes-readmission-pyspark Public

   This repository is for a group project in the Big Data Framework course. It involves building a predictive machine learning model using PySpark on the UCI "Diabetes 130-US hospitals" dataset to pre…

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5. LCM-S25-3035/JobMate LCM-S25-3035/JobMate Public

   Jupyter Notebook 5

6. nyc-yellow-taxi-ml-modeling-jan-aug-2023 nyc-yellow-taxi-ml-modeling-jan-aug-2023 Public

   This project is for building a scalable machine learning pipeline in PySpark to predict taxi fares for NYC Yellow Taxi trips from January to August 2023.

   Jupyter Notebook 1