👨🎓 Data Analysis and Information Retrieval course at ITMO University
| Lecture | Title | Google Colab |
|---|---|---|
| 1.1 | CRISP-DM | here |
| 1.2 | Classic ML Algorithms Review | here |
| 2.1 | Text Data Analysis | here |
| 2.2 | Typos Correction | here |
| 3 | Embeddings | here |
| 4 | Neural Networks | here |
| 5 | Collaborative Filtering | here |
| 6 | Information Retrieval | here |
| 7 | Graph Methods | here |
| 8 | NER, LDA | here |
| Lab | Google Colab |
|---|---|
| 1 | here |
| 2 | here |
| 3 | here |
| 4 | here |
| Project | here |