NMFP406
Data Science 1
- Timetable
- Thursday 10:40 K2
- 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
- 22. 2. 2024 - Robust regression
- 29. 2. 2024 - Home self-study
- 7. 3. 2024 - Logistic regression, Exact logistic regression, and Probit regression
- 14. 3. 2024 - Home self-study
- 21. 3. 2024 - Multinomial logistic regression and Ordinal logistic regression
- 28. 3. 2024 - Poisson regression and Negative binomial regression
- 4. 4. 2024 - Zero-truncated Poisson regression, Zero-truncated NB regression, Zero-inflated Poisson regression, and Zero-inflated NB regression
- 11. 4. 2024 - Survival data analysis
- 18. 4. 2024 - Proportional hazards
- 25. 4. 2024 - Tobit regression, Truncated regression, and Interval regression
- 2. 5. 2024 - Generalized linear mixed models
- 9. 5. 2024 - Home self-study
- 16. 5. 2024 - Mixed effects logistic regression
- 23. 5. 2024 - Home self-study
First Project
| Student | Assignment | |
|---|---|---|
| I | II | |
| Antalicová Viktória | income | bikes |
| Benešová Anna | eagles | housing1 |
| Cubas Granado Guillermo | crash | housing2 |
| Dvořák Martin | menarche | gdp |
| Fedor Jakub | quine | soup |
| Gaďurek Vít | titanic | housing3 |
| Gagnaire Zoe | seeds | traffic |
| Hržič Viktor | low-birth | lizards |
| Josefus Pavel | remission | wine |
| Kaván Vojtěch | snails | insurance |
| Kovalčíková Emma | income | bikes |
| Králová Eva | eagles | housing1 |
| Lučivňák Daniel | crash | housing2 |
| Mičuda Timotej | menarche | gdp |
| Minarovičová Anna Marie | quine | soup |
| Němec Adam | titanic | housing3 |
| Novotný Vojtěch | seeds | traffic |
| Pavlík Lukáš | low-birth | lizards |
| Ploužková Karolína | remission | wine |
| Polakovičová Andrea | snails | insurance |
| Přítel Ondřej | income | bikes |
| Rada Matej | eagles | housing1 |
| Romaňák Martin | crash | housing2 |
| Škurek Jan | menarche | gdp |
| Špinka Karel | quine | soup |
| Tichá Tereza | titanic | housing3 |
| Vagner Marcel | seeds | traffic |
| Zatkalíková Zuzana | low-birth | lizards |
| Zejda Albert | remission | wine |
| Rendek Andrej | snails | insurance |
- Solutions of both assignments must be uploaded via SIS as two PDFs. 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 |
| Antalicová Viktória | cake | - |
| Benešová Anna | cbpp | - |
| Cubas Granado Guillermo | dyestuff | - |
| Dvořák Martin | insteval | - |
| Fedor Jakub | sleepstudy | - |
| Gaďurek Vít | penicillin | - |
| Gagnaire Zoe | tobin | - |
| Hržič Viktor | ovarian | - |
| Josefus Pavel | bladder | - |
| Kaván Vojtěch | verbagg | - |
| Kovalčíková Emma | penicillin | - |
| Králová Eva | cake | - |
| Lučivňák Daniel | cbpp | - |
| Mičuda Timotej | dyestuff | - |
| Minarovičová Anna Marie | insteval | - |
| Němec Adam | sleepstudy | - |
| Novotný Vojtěch | penicillin | - |
| Pavlík Lukáš | tobin | - |
| Ploužková Karolína | ovarian | - |
| Polakovičová Andrea | bladder | - |
| Přítel Ondřej | verbagg | - |
| Rada Matej | penicillin | - |
| Romaňák Martin | cake | - |
| Škurek Jan | cbpp | - |
| Špinka Karel | dyestuff | - |
| Tichá Tereza | insteval | - |
| Vagner Marcel | sleepstudy | - |
| Zatkalíková Zuzana | penicillin | - |
| Zejda Albert | tobin | - |
| Rendek Andrej | ovarian | - |
- Solution of Assignment III and revisions of Assignment I and II must be uploaded via SIS as two PDFs. All the relevant source code (inputs) together with the software outputs must be placed in the appendix of the report.