Slides
- An Introduction to Machine Learning Part 1 Part 2
- Classification Part 1 Part 2
- Linear Regression PDF
- Linear Model Selection and Regularization PDF
- Non-Linear Part 1 Part 2
- Resampling Methods PDF
- Statistical Learning PDF
- Support Vector Machine Part 1 Part 2
- Tree Based Methods PDF
- Unsupervised Learning PDF