Machine Learning course at Warsaw University of Technology.
Methods included in the course:
- Linear and quadratic discrimination analysis, classifier evaluation
- Naive Bayes classifier
- Method of nearest neighbors
- Classification trees
- Cluster analysis
- Principal component analysis
- Multivariate scaling
- Factor analysis
- Support vector machines