| 05/02/19 | Clément Henin | Introduction |
| 19/02/19 | William Margheriti | Probability Distributions |
| 05/03/19 | Adel Cherchali | Linear Models for Regression |
| 19/03/19 | Zineb Belkacemi | Linear Models for Classification |
| 02/04/19 | Thomas Martin | Neural Networks Part I |
| 16/04/19 | Thomas Bittar | Neural Networks Part II |
| 30/04/19 | Ézéchiel Kahn | Kernel Methods |
| 14/05/19 | Victor Cohen | Graphical Models |
| 28/05/19 | Zineb Belkacemi | Sparse Kernel Machines |