====== Exercises ======

^ Date ^ Week ^ Topic ^ Link ^
| 23.02.2016 |   1. | Course organization. Intro to Python. | [[courses:ae3m33ui:exercises:ex01|Ex. 1]] |
| 01.03.2016 |   2. | Bayesian and non-bayesian decision tasks. | [[courses:ae3m33ui:exercises:ex02|Ex. 2]] |
| 08.03.2016 |   3. | Linear regression. | [[courses:ae3m33ui:exercises:ex03|Ex. 3]] |
| 15.03.2016 |   4. | Non-linear regression via basis expansion. Logistic regression. | [[courses:ae3m33ui:exercises:ex04|Ex. 4]] |
| 22.03.2016 |   5. | Training and testing error. Crossvalidation. | [[courses:ae3m33ui:exercises:ex05|Ex. 5]] |
| 29.03.2016 |   6. | Classification and regression trees. ROC. Learning curves. | [[courses:ae3m33ui:exercises:ex06|Ex. 6]] |
| 05.04.2016 |   7. | Intro to semestral task nr 1. | [[courses:ae3m33ui:exercises:ex07|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. | [[courses:ae3m33ui:exercises:ex09|Ex. 9]] |
| 26.04.2016 |  10. | JSHOP2, methods, operators, examples. | [[courses:ae3m33ui:exercises:ex10|Ex. 10]] |
| 03.05.2016 |  11. | JSHOP2: Soldiers and monsters | [[courses:ae3m33ui:exercises:ex11|Ex. 11]] |
| 10.05.2016 |  12. | MDP: Value iteration | [[courses:ae3m33ui:exercises:ex12|Ex. 12]] |
| 17.05.2016 |  13. | Semestral tasks 2 and 3: Consultations | Ex. 13 |
| 24.05.2016 |  14. | Semestral task 3: Consultations | Ex. 14 |