Master PPMD:
Exploiting the structure of the data for precise prediction
Structured classification : Slides Tutorial

Master DesiGeo:
A general introductory course on machine learning.
Course 1 Clustering : Slides  Tutorial
Course 2 Regressions: Tutorial
Course 3 Local Methods: Tutorial
Course 4 Classification: Slides
Course 5 SVMs:
Course 6 Neural Networks: