This course is the following of the one previously proposed by Arthur Douillard.
This is a course I'm giving to the French engineering school EPITA each Fall. This course is the new version (as of 2021) of my lectures serie. It's given in around 24h, with sessions of 4 hours each made of 2 hours of lessons and 2 hours of coding.
If you find a mistake (in the lesson, notebook, or quiz), please open an issue here. Likewise, if you have ideas to improve this course (should I cover topic X? etc.), please also open an issue.
- DNN Compression
- Lesson
- Notebook
- Quiz
- Robustness (uncertainty, adversarial attack)
- Lesson
- Notebook
- Quiz
- Continual Learning + domain generalization + out-of-distribution
- Lesson
- Notebooks
- Quiz
- Graph Neural Network
- Lesson
- Notebooks
- Quiz
- Make website look nice on every kind of devices & screens