Codes of two practice sessions from the Machine Learning Class of Data Science Master, second year.
Walkthrough of different methods including :
- Feature engineering and variable selection, with ACP
- Clustering with kmeans, Agglomerative Clustering
- Classification with Decision trees, KNN, MLP
- Hyperparameter tuning
Datasets are in the data.zip folder.