Lectures
Introduction to Machine learning, Alhussein Fawzi (DeepMind). Video
Mathematics of Machine learning, Hamza Fawzi (Cambridge University). Video
Introduction to Optimization, Walid Krichene (Google). Video
Computer Vision, Dima Damen (Univ. of Bristol). See http://people.cs.bris.ac.uk/~damen//talks.html Video part 1 Video part 2
Advanced Optimization, Hamza Fawzi (Cambridge University). Video
Sequence Learning with Recurrent Neural Networks, Alex Graves (DeepMind). Video
Attention and Memory, Alex Graves (DeepMind). Video
Statistics for Machine Learning, Saad Benjelloun (UM6P). Video
Introduction to Recommender Systems, Walid Krichene (Google). Video
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). Video
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.