Early 2017, Heuritech took part in the Deep Learning Lecture at the Paris-Sacaly DataScience Master, organized by Ecole Polytechnique.
We – Olivier Grisel (INRIA) and Charles Ollion (Head of Research @heuritech) – designed the slides and labs (Jupyter Notebooks) with the following intents:
- a broad introduction to Deep Learning, with in-depth explanation of key concepts
- a hands-on approach, including engineering and implementation
- keeping close to the state-of-the-art, as most models presented are less than 2 years old. We update the lecture to keep it up-to-date with the fast-paced development of Deep Learning.
Thanks to our TAs Hedi & Alex, for their help during the lab sessions!