Slides: [pdf] [Powerpoint]
- Motivating Example: MNIST: [YouTube] [DB Video] (20 minutes)
- In-class exercise in the MNIST demo
- Maximum Margin Classifiers: [YouTube] [DB Video] (9 minutes)
- Exercise 1 in in-class exercises
- Support Vector Machines: [YouTube] [DB Video] (11 minutes)
- Exercise 2 in in-class exercises
- Kernel Trick: [YouTube] [DB Video] (20 minutes)