202400006
Materials of Text Mining, Transforming Text into Knowledge
Text Mining, Transforming Text into Knowledge
This webpage contains all materials required for the Applied Data Science course Text Mining, Transforming Text into Knowledge (course code: 202400006).
The materials on this website are CC-BY-4.0 licensed.
Syllabus
You can find the course syllabus as a web page here or as a pdf here. The course schedule with required reading materials is in the syllabus as well, specifically here.
Lectures
| Week | Date | Topic |
|---|---|---|
| 1 | 2025-02-03 | Intro to text mining & regular expressions |
| 2 | 2025-02-10 | Text preprocessing |
| 3 | 2025-02-17 | Text classification |
| 4 | 2025-02-24 | Feature selection |
| 5 | 2025-03-03 | Clustering & topic modeling |
| 6 | 2025-03-10 | Word embedding |
| 7 | 2025-03-17 | Deep learning & LLMs |
| 8 | 2025-03-24 | Sentiment analysis |
| 9 | 2025-03-31 | Responsible text mining & applications |
Labs
| Week | Date | Topic |
|---|---|---|
| 1 | 2025-02-03 | Intro to text mining & regular expressions |
| 2 | 2025-02-10 | Text preprocessing |
| 3 | 2025-02-17 | Text classification |
| 4 | 2025-02-24 | Feature selection |
| 5 | 2025-03-03 | Clustering & topic modeling |
| 6 | 2025-03-10 | Word embedding |
| 7 | 2025-03-17 | Deep learning & LLMs |
| 8 | 2025-03-24 | Sentiment analysis |
| 9 | 2025-03-31 | Responsible text mining & applications |
Deadlines
| Week | Date | Topic |
|---|---|---|
| 4 | 2025-02-24 | 10:00 AM Assignment 1 |
| 8 | 2025-03-24 | 10:00 AM Assignment 2 |
| 10 | 2025-04-10 | Final exam |
| 10 | 2025-05-14 | Resit exam |