Catalogue · ML

Faculty of Machine Learning

From classical supervised learning through deep neural networks to reinforcement learning — taught by the people who wrote the field's canonical courses.

200 Core studies

The substance of the discipline.

ML 201 Machine Learning Specialization DeepLearning.AI & Stanford Online · Andrew Ng 4 ECTS ML 210 Practical Deep Learning for Coders fast.ai · Jeremy Howard 4 ECTS ML 220 Neural Networks: Zero to Hero Andrej Karpathy 3 ECTS

300 Advanced studies

Graduate-level work at the edge of the field.

ML 301 Machine Learning (CS229) Stanford University · Andrew Ng 6 ECTS ML 310 Deep Learning for Computer Vision (CS231n) Stanford University · Fei-Fei Li, Andrej Karpathy, Justin Johnson 6 ECTS ML 320 Reinforcement Learning UCL & Google DeepMind · David Silver 4 ECTS