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Statistics for Machine Learning by Pratap Dangeti (Build supervised,…

- - - - Backward and forward selection
- - - - Grid search on random forest
- - - - Curse of dimensionality with 1D, 2D, and 3D example
- - - - Hyperparameter selection in recommendation engines using grid search
      - Recommendation engine application on movie lens data
        
        User-user similarity matrix
        
        Movie-movie similarity matrix
        
        Collaborative filtering using ALS
        
        Grid search on collaborative filtering
- - - - The elbow method
  - - - SVD applied on handwritten digits using scikit-learn