- Regression
- Probabilistic Graphical Models
- Boosting
- Kernel Methods
- Gaussian Processes
- Evaluation and Model Selection
- Sampling Methods
- Clustering
- CRFs
- Random Forests
- IVMs
- High School maths,
- basics knowledge of statistics
21 hours (usually 3 days including breaks)
