Please be advised the courseware is mainly in Polish, as the applications were designed to be teaching aid in classes taken in Polish language.

0. R language primer
1. Linear Regression
2. Logistic Regression and Classification
3. Bayesian Classifier
4. Bayesian Network
5. Decision Trees
6. Fisher's Linear Discriminant
7. Support Vector Machines
8. Principal Component Analysis
9. Resampling: Bootstraps and Cross-validation