Ordinary least squares. PDF (used at Telecom Paris for 2nd year students Master 1)
Monte Carlo methods. PDF (used at Telecom Paris for 2nd year students Master 1)
Bootstrap and resampling methods. PDF (used at Polytechnique data science Master 2)
Machine Learning course in Master smart data (to be coming)
Measure concentration and non-asymptotic statistics
Lecture notes PDF
Exam 2023 PDF Correction ex1 PDF Correction ex2 PDF
Exam 2024 PDF Correction ex1 PDF Correction ex2 PDF