| Time: | Tuesday, 2. DS (09:20 to 10:50) |
| Location: | Zoom |
| Quantity: | 0/0/4 |
| Language: | German |
| Modules: | INF-B-510, INF-B-520, INF-B-530, INF-B-540, BAS-2, VERT-2, BAS-4, VERT-4, INF-PM-FPA, IST-05-KP |
| Teil | Inhalt | Folien | Video | Daten |
|---|---|---|---|---|
| 00 | Prolog | |||
| 01 | Data Preparation | Lecture 1 | sqlite db | |
| 02 | Data Cleaning | Lecture 2 | csv | |
| 03 | Optimization Techniques | Lecture 3 | csv | |
| 04 | Regression | Lecture 4 | csv | |
| 05 | Classification | Lecture 5 | csv | |
| 06 | Clustering | Lecture 6 | csv | |
| 07 | Association Rule Mining | Lecture 7 | tsv1 tsv2 | |
| 08 | Feature Reduction | Lecture 8 | csv | |
| 09 | Time Series Forecasting | Lecture 9 | csv | |
| 10 | Performance Optimization | Lecture 10 | zip | |
| 11 | Neural Networks I | Lecture 11 | ||
| 12 | Neural Networks II | Lecture 12 |