- Tentative schedule
- Zoom recordings (If you can't see the content please click on request access)
Instructor: Viviana Márquez
Email: vivianamarquez305 (at) gmail (dot) com
Teaching Assistants:
- Cherie Fernandes
- Email: cfers (at) uchicago (dot) edu
- Edelawite Sasahulih
- Email: edelawites123 (at) gmail (dot) com
| Class | Date | Title | Slides | Google Colab |
|---|---|---|---|---|
| 1 | February 13, 2023 | Welcome | Link | N/A |
| 2 | February 17, 2023 | My first hello world |
Link | N/A |
| 3 | February 20, 2023 | Google Colab review | Link | N/A |
| 4 | February 24, 2023 | Python Variables and DataTypes | Link | Link |
| 5 | February 27, 2023 | Arithmetic syntax | Link | Link |
| 6 | March 6, 2023 | Strings | Link | Link |
| 7 | March 10, 2023 | Data Structures | Link | Link |
| 8 | March 13, 2023 | Conditionals | Link | Link |
| 9 | March 17, 2023 | Loops | Link | Link |
| 10 | March 20, 2023 | Comprehension lists | Link | Link |
| 11 | March 24, 2023 | Functions | Link | Link |
| 12 | March 27, 2023 | Libraries | Link | Link |
| 13 | March 31, 2023 | Python review | Link | Link |
| 14 | April 3, 2023 | Data Science Pipeline | Link | Link |
| 15 | April 10, 2023 | Webscraping | Link | Link |
| 16 | April 17, 2023 | Link | Link | |
| 17 | April 21, 2023 | What is NLP? | Link | N/A |
| 18 | April 24, 2023 | Text pre-processing | Link | Link |
| 19 | May 5, 2023 | TF-IDF | Link | Link |
| 20 | May 8, 2023 | Word2Vec | Link | Link |
| 21 | May 12, 2023 | Performance Metrics | Link | N/A |
| 22 | May 15, 2023 | Classification models part 1 | Link | N/A |
| 23 | May 18, 2023 | Classification models part 2 | Link | Link |
| 24 | May 26, 2023 | What's next? | Link | Link |
| 25 | June, 2023 | Clustering | Link | Link |