NMFP406Data Science 1
- Timetable
- Wednesday 14:00 K3
- SIS official site
Exam
- Two home projects (1st one - the first half of semester, 2nd one - the end of semester)
- Oral part composed of the projects' defence and additional questions
Lectures
- 19. 2. 2025 - Robust regression
- 26. 2. 2025 - Home self-study
- 5. 3. 2025 - Logistic regression
- 12. 3. 2025 - Exact logistic regression and Probit regression
- 19. 3. 2025 - Multinomial logistic regression and Ordinal logistic regression
- 26. 3. 2025 - Poisson regression and Negative binomial regression
- 2. 4. 2025 - Zero-truncated Poisson regression, Zero-truncated NB regression, Zero-inflated Poisson regression, and Zero-inflated NB regression
- 9. 4. 2025 - Survival data analysis
- 16. 4. 2025 - Proportional hazards
- 23. 4. 2025 - Tobit regression
- 30. 4. 2025 - Truncated regression and Interval regression
- 7. 5. 2025 - Generalized linear mixed models
- 14. 5. 2025 - Mixed effects logistic regression
- 21. 5. 2025 - Home self-study
First Project
| Student | Assignment | |
|---|---|---|
| I | II | |
| Akhokhova Marzhan | income | bikes |
| Anderle Tim | eagles | housing1 |
| Bednář Dominik | crash | housing2 |
| Ben Moussa Ines | menarche | gdp |
| Bonfanti Diego | quine | soup |
| Bresciani Nicola | titanic | housing3 |
| Čorejová Katarína | seeds | traffic |
| Danácsová Michaela | low-birth | lizards |
| Dvořák Martin | remission | wine |
| Ernst Lukas | snails | insurance |
| Fausek Matěj | income | bikes |
| Geisselreiter Jan | eagles | housing1 |
| Gulík Matyáš | crash | housing2 |
| Kahudová Eliška | menarche | gdp |
| Komprda Matěj | quine | soup |
| Lasota Jakub | titanic | housing3 |
| Mažáryová Tea | seeds | traffic |
| Najmanová Anežka | low-birth | lizards |
| Prajzler Petr | remission | wine |
| Quellec Philippine | snails | insurance |
| Rajtmajer Tomáš | income | bikes |
| Renault Léo | eagles | housing1 |
| Schmidtmayer Jan | crash | housing2 |
| Sýkora Adam | menarche | gdp |
| Šmejkalová Eva | quine | soup |
| Špinka Karel | titanic | housing3 |
| Vachálek Vladimír | seeds | traffic |
| Vyletel Samuel | low-birth | lizards |
| Žádný Matěj | remission | wine |
| Žárský David | snails | insurance |
| Žofčák Valér | income | bikes |
- Solutions of both assignments must be uploaded via SIS as two PDFs (each max 4 pages). All the relevant source code (inputs) together with the software outputs must be placed in the appendix of the report.
Second Project
| Student | Assignment | |
|---|---|---|
| I | II | |
| Student | Assignment III | Exam |
| Akhokhova Marzhan | cake | - |
| Anderle Tim, Bc. | cbpp | - |
| Bednář Dominik | dyestuff | - |
| Ben Moussa Ines | insteval | - |
| Bonfanti Diego | sleepstudy | - |
| Bresciani Nicola | penicillin | - |
| Čorejová Katarína | tobin | - |
| Danácsová Michaela | ovarian | - |
| Dvořák Martin | bladder | - |
| Ernst Lukas | verbagg | - |
| Fausek Matěj | penicillin | - |
| Geisselreiter Jan | cake | - |
| Gulík Matyáš | cbpp | - |
| Kahudová Eliška | dyestuff | - |
| Komprda Matěj | insteval | - |
| Lasota Jakub | sleepstudy | - |
| Mažáryová Tea | penicillin | - |
| Najmanová Anežka | tobin | - |
| Prajzler Petr | ovarian | - |
| Quellec Philippine | bladder | - |
| Rajtmajer Tomáš | verbagg | - |
| Renault Léo | penicillin | - |
| Schmidtmayer Jan | cake | - |
| Sýkora Adam | cbpp | - |
| Šmejkalová Eva | dyestuff | - |
| Špinka Karel | insteval | - |
| Vachálek Vladimír | sleepstudy | - |
| Vyletel Samuel | penicillin | - |
| Žádný Matěj | tobin | - |
| Žárský David | ovarian | - |
| Žofčák Valér | bladder | - |
- Solution of Assignment III and revisions of Assignment I and II must be uploaded via SIS as two PDFs (each max 4 pages). All the relevant source code (inputs) together with the software outputs must be placed in the appendix of the report.