Teaching

Sciences des données - Undergraduate level (L1)

2023-2026 Sorbonne Université

Exercises and practicals beginner level course on statistics and machine learning. The course covers the basics of statistical inference, regression, classification, and clustering. It is designed for students with little to no prior knowledge in statistics or machine learning.

Heads of the course: Stéphane Robin, Jean Noël Vittaut.

Probabilités numériques et Statistiques computationnelles - Master 1

2023-2025 Sorbonne Université

Exercises and practicals course on numerical probabilities and computational statistics. The course covers advanced topics in data generation, notably Monte Carlo simulation, basics in Markov Chain Monte Carlo (MCMC) methods, and variational inference. It is designed for students with a solid background in probability and statistics.

Heads of the course: Vincent Lemaire, Sylvain Le Corff.