Contents Supervised Learning 1. Regression [Read] Using Least Squares [Notebook] Using Gradient Descent [Notebook] 2. Regularization Lasso and Ridge Regression [Notebook] 3. Dimensionality Reduction PCA and SVD [Notebook]