Week 13
We will begin our discussion on Tree-Based methods and Support Vector Machines.
Learning Outcomes
First Lecture
- Trees
- Pruning
- Bagging
- Random Forests
- Boosting
Second Lecture
- Maximum Margin Classifier
- Support Vector Classifier
- Support Vector Machines
Resources
| Lecture | Slides | Videos |
|---|---|---|
| 1 | Slides | Video |
| 2 | Slides | Video |