Instructors: Petr Pošík, Jiří Spilka
Work in progress, update for the upcoming semester.
The column Deadlines is just for an overall picture. The actual deadlines are always in BRUTE.
From March 10 to March 22, the teaching was completely suspended due to the coronavirus pandemic. From March 23, we started a distant form of teaching (online lectures and labs).
Date | W# | Contents | Link | Deadlines | Note |
---|---|---|---|---|---|
| 4 | Sem. task 1a and 1b. Logistic regression, basis expansion. | ML 3 | Last week for ML 2+3 | 24.3. Upt. quality score for ST1 spam, cf. task description |
| 5 | Model evaluation and diagnostics | ML 4 | - | |
| 6 | Decision trees and ensemble models | ML 5 | Last week for ML 4+5 | |
| 7 | Neural networks | ML 6 | Last week for ML 6 | 14.04. ST1 report checklist |
| 8 | Semestral task 2. Bayesian networks | PM 1 | Last week for ST1 | |
| 9 | Hidden Markov Models 1 | PM 2 | - | |
| 10 | Schedule as on Friday | |||
| 11 | Hidden Markov Models 2 | PM 3 | Last week for PM 2+3 | |
| 12 | Hierarchical Task Net (HTN) Planning | HTN | Last week for HTN, last week for ST2 | |
| 13 | Constraint satisfaction problems | CSP | Last week for CSP | |
| 14 | Scheduling | CPM | Last week for CPM |