Lectures

Introduction to Machine learning, Alhussein Fawzi (DeepMind).

Mathematics of Machine learning, Hamza Fawzi (Cambridge University).

Introduction to Optimization, Walid Krichene (Google).

Computer Vision, Dima Damen (Univ. of Bristol). See http://people.cs.bris.ac.uk/~damen//talks.html

Advanced Optimization, Hamza Fawzi (Cambridge University).

Sequence Learning with Recurrent Neural Networks,  Alex Graves (DeepMind).

Attention and Memory,  Alex Graves (DeepMind). Video

Statistics for Machine Learning, Saad Benjelloun (UM6P). Video

Introduction to Recommender Systems, Walid Krichene (Google).

Applications of ML to healthcare, Bernardino Romera-Paredes (DeepMind). Video

Robustness of deep neural networks, Alhussein Fawzi (DeepMind). Video

Introduction to Reinforcement learning, Djalel Benbouzid (Volkswagen group).

Generative models Summer school,  Andriy Mnih (DeepMind).

Labs

Introduction to Tensorflow and Sonnet, Ikram Chairi (UM6P), Abdellah Chkifa (UM6P), Ahmed Kachkach (Google). Code here.

ConvNets and Computer Vision, Ikram Chairi (UM6P), Abdellah Chkifa (UM6P), Ahmed Kachkach (Google). Code here.

Recommender Systems, Ahmed Kachkach (Google) and Walid Krichene (Google). Code here.

Recurrent Neural Networks, Ahmed Kachkach (Google). Code here.