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1. student_manager student_manager Public

   A machine learning project for sales data analysis and forecasting. This notebook applies data preprocessing, feature engineering, and regression models to predict future sales trends.

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2. Student-Performance-Prediction Student-Performance-Prediction Public

   Predicting student academic success using machine learning. Includes data preprocessing, model comparison (Random Forest, KNN), and feature importance analysis with 89% accuracy.

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3. bank-marketing-classification bank-marketing-classification Public

   Machine learning classification system to predict bank term deposit subscriptions using Apache Spark MLlib. Achieves 89.88% accuracy with Random Forest classifier.

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4. vehicle-co2-emissions-prediction vehicle-co2-emissions-prediction Public

   High-precision ML regression model predicting vehicle CO2 emissions from technical specifications. Achieves R²=0.9972 with Random Forest using Transport Canada data.

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5. tahamohmadf19-dev tahamohmadf19-dev Public

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6. spark-ml-boston-housing spark-ml-boston-housing Public

   Improved Spark ML Regression on Boston Housing Dataset with Pipeline, CrossValidator, and comprehensive analysis

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