1. Probability Review
- Slides: view
2. Optimality of Bayes Classifier
- Reading: view
3. Binary Classifiers: Perceptron/ Support Vector Machine
- Slides: view
4. Principal Component Analysis
- Slides: view
Click here to go to SVD intro.5. VC Dimension (short illustration)
Click here to go to an illustration example.6. Coding: PCA
- Code: download