There will be 2 homeworks during the semester. They are individual. You get all the points if you hand them in (and your answers are correct) on time, and 0 otherwise.
This is a 3-hour in-class challenge where teams of up to 2 students will build an end-to-end pipeline. The challenge starts in class, and students have 48 hours after the class to refine their code and push it to a GitHub repository. All details are available on the challenge page.
The bulk of the evaluation arises from the course project that students have to hand in. This is a computing project to be realized by groups of 2 persons. All details are available on the project page.
| Detail | Grade decomposition |
|---|---|
| Class project | 80% |
| — Data management | 15% |
| — Descriptive analysis | 15% |
| — Modeling (ML and/or NLP) | 15% |
| — Code format (clean code and GitHub) | 15% |
| — Oral presentation (individual + group component) | 20% |
| Homeworks | 5% |
| NLP+ML challenge (group) | 15% |