Teaching

Deep learning – CentraleSupélec, Université Paris-Saclay

I give this course since 2017. Last update of this page: Sept. 2023.

Resources

• Course slides are available on Edunao
• Books and courses of reference include:
  • Understanding Deep Learning by Simon J.D. Prince
  • the course of François Fleuret
  • the deep learning book by Goodfellow, Bengio and Courville
  • Dive into Deep Learning by A. Zhang, Lipton, Li and Smola
  • Practical Deep Learning by Fast.ai
• recommanded blogs include:
  • Distill and Chis Olah with outstanding graphical explanations
  • the blog of Lilian Weng

TD resources

• TD statements are available on Edunao
• programs can be found on github