Teaching

Lecture notes

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 (here are slides that I used at Louvain-La-Neuve for a doctoral course in May 2026)

Exam 2023 PDF Correction ex1 PDF Correction ex2 PDF

Exam 2024 PDF Correction ex1 PDF Correction ex2 PDF

Exam 2025 PDF Correction ex1 PDF Correction ex2 PDF Correction ex3 PDF

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