Data mining

The module's goal is to introduce the listener to data mining methods, classification issues, grouping and induction of rules from data. The module comprises: 1. Preliminary concepts 2. Data preprocessing 3. Clustering 4. Basics of classification 5. Feature selection 6. Decision rules 7. Testing statistical hypotheses 8. Association rules 9. Decision trees 10. Classifiers 11. Linear regression 12. Neural networks