Date | Week | Topic | Link |
23.02.2016 | 1. | Course organization. Intro to Python. | Ex. 1 |
01.03.2016 | 2. | Bayesian and non-bayesian decision tasks. | Ex. 2 |
08.03.2016 | 3. | Linear regression. | Ex. 3 |
15.03.2016 | 4. | Non-linear regression via basis expansion. Logistic regression. | Ex. 4 |
22.03.2016 | 5. | Training and testing error. Crossvalidation. | Ex. 5 |
29.03.2016 | 6. | Classification and regression trees. ROC. Learning curves. | Ex. 6 |
05.04.2016 | 7. | Intro to semestral task nr 1. | Ex. 7 |
12.04.2016 | 8. | Work and consultations for semestral task nr 1. | Ex. 8 |
19.04.2016 | 9. | HTN in JSHOP2. Installation, basics. | Ex. 9 |
26.04.2016 | 10. | JSHOP2, methods, operators, examples. | Ex. 10 |
03.05.2016 | 11. | JSHOP2: Soldiers and monsters | Ex. 11 |
10.05.2016 | 12. | MDP: Value iteration | Ex. 12 |
17.05.2016 | 13. | Semestral tasks 2 and 3: Consultations | Ex. 13 |
24.05.2016 | 14. | Semestral task 3: Consultations | Ex. 14 |