BM2
Machine Learning and Data Analysis
This Module is an introduction to machine learning and data analysis. Topics include- Bayesian statistics
- empirical inference
- linear models for classification and regression
- linear mixed models
- generalized linear models
- kernel methods
- model evaluation
- implementation in Matlab and/or R.