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Project and Labs for the Machine Learning courses I did at AUB (INDE 535) and Ecole Polytechnique.

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I - Three Labs for the ML course at Ecole Polytechnique:

  • Unsupervised ML including KMeans, PCA, GMM...
  • Regression including L1/L2 regression, SVR, XGBoost, MLP, Random Forest...
  • Classification including LDA, QDA, Logistic Regression, MLP, SVM, Random Forest...

II- ML Project for ML course at AUB (INDE 535): Performing data preprocessing, cleaning and feature engineering and then fitting supervised learning models for car price prediction.

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Project and Labs for the Machine Learning courses I did at AUB (INDE 535) and Ecole Polytechnique.

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