Uni, ENSTA ParisTech, 2018

(with Stéphane Herbin and Adrien Chan-Hon-Tong.).

Course description on the ENSTA website.

2019 Material:

DateTopicCourseExercises
25/03Machine Learning BasicsS. Herbin
27/03Decision trees, random forests and boostingCourse #2colab / US census data / colab results
01/04Neural NetworksA. Chan-Hon-Tong
08/04Dimensionality reduction and clusteringCourse #4colab / Stock exchange data / colab results
15/04Deep LearningA. Chan-Hon-Tong
24/04Support-Vector Machines and statistical learning theoryS. Herbin
06/05ExamS. Herbin and B. Le SauxEvaluated exercises