Optimization for machine learning (November 2020)

This course at PSL university was for students of the IASD / MASH master course. I was in charge of the following classes:

Part of the autodiff class material became the backpropagation section in Kevin Murphy's book.

Machine learning preparatory week (September 2020)

This course at PSL university was designed for beginners in machine learning. I was in charge of the following classes:

The full course is available here.