Course organization for 4iz565 (English)
This course runs under id "4iz565" in English in the Summer semester, and under id "4iz566" in Czech in the Winter semester. Both variations of the courses share the same website. There is a follow-up course Pokročilé přístupy k dobývání znalostí z databází (4iz460) - in Czech.
Time and Location
- Time: Monday 9:15 - 12:30
- Lecture room SB M15
Semester organization for Spring 2021/2022
| Topic | Date |
|---|---|
| Introductory information | 1. week (14/2) |
| Python - basics | 1. week (14/2) |
| Python - built-in data types | 2. week (21/2) |
| Teams for the first project formed | 2. week (21/2) |
| Python - data structures | 3. week (28/2) |
| Selected topics for team projects, inserted to insis | 3. week (28/2) |
| Artificial Intelligence in Skoda Auto | 2/3, 12:45, lecture room NB B |
| Python - pandas | 4. week (7/3) |
| Python - Modeling (Scikit learn) | 5. week (14/3) |
| ?Guest topic: Spark, Big data, Machine Learning? | 6. week (21/3) |
| Explainable Machine Learning | 7. week (28/3) |
| Interim exam (test) | 7. week (28/3) |
| R - fundamentals | 8. week (4/4) |
| Submitted team project (Python) to insis, at the same time to reviewers. | 8. week |
| Guest Luděk Kopáček (Vendavo), topic: Price optimization | 9. week (11/04) |
| Reviewers assigned | 9. week (11/4) |
| Second coursework - individual - in R assigned | 9. week(11/4) |
| Easter Monday | 10. week(18/4) |
| Submitted reviews | 10. week |
| R - explorative data analysis,logistic regression, CARET | 11. week (25/04) |
| Guest Alena Šindelářová (Median), topic: Data Segmentation | 12. week (2/05) |
| Team project presentations | 12. week (2/5) |
| Team project presentations | 13. week (9/5) |
| Individual coursework submission | Exam period |