Time and location
Lecture:
Wed,
9:00-10:30,
S8
Lab:
Fri,
9:00-10:30,
SU1
Calendar 2011/12
| Date | Topic | Lecture/Lab/Examples in R | What Not To Miss | |
| 1. | Oct 5 / Oct 7 | Introduction | lecture pdf/lab pdf | |
| 2. | Oct 12 / Oct 13 | Concept learning | lecture pdf/lab pdf | |
| 3. | Oct 19 / Oct 21 | Decision trees | lecture pdf/lab pdf | |
| 4. | Oct 26 / Oct 28 | Instance-based learning | lecture pdf | No lab session. |
| 5. | Nov 2 / Nov 4 | Bayesian learning | lecture pdf | |
| 6. | Nov 9 / Nov 11 | Bayesian learning (cntnd) | lecture pdf | |
| 7. | Nov 16 / Nov 18 | Experiment evaluation (1) | lecture pdf | Wen lecture cancelled, lecture instead of lab on Fri. |
| 8. | Nov 23 / Nov 25 | lab pdf | Lab instead of lecture on Wen; final project assignment. | |
| 9. | Nov 30 / Dec 2 | Experiment evaluation (2) | lecture pdf | |
| 10. | Dec 7 / Dec 9 | Support Vector Machines | lecture pdf / lab pdf | |
| 11. | Dec 14/Dec16 | PAC learning framework | lecture pdf | Dec 14 - short report submission deadline!!!. Lab session: short report presentation. |
| 12. | Dec 21 / Dec 23 | Bagging & boosting | lecture pdf | Marry Christmas and Happy New Year! (no lab session on Fri) |
| 13. | Jan 4 / Jan 6 | |||
| 14. | Jan 11 / Jan 13 | Clustering | lecture pdf | |
| Jan 23 | One more lecture 10:40-12:10, S8 | Active learning lecture pdf | ||
| Feb 2 | Exam date I, 8:30-16:30, SU1 lab | 1. Bilek, 2. Cech, 3. Helcl | ||
| Feb 3 | Exam date II, 8:30-16:30, SU1 lab | 1. Kosarko, 2. Kraut, 3. Krejcova, 4. Libovicky, 5. LongDT, 6. Majlis, 7. Rosa, 8. Tamchyna | ||