Course overview

This 24-hour M2 Data Science course reviews the probability and statistics foundations needed for advanced data-science coursework.

Institution: École Polytechnique
Year: 2025
Role: Instructor

Topics
  • Measure theory and probability spaces
  • Random variables and distributions
  • Modes of convergence
  • Parametric statistical models
  • Point estimation and optimality
  • Hypothesis testing
Course material
Slides, exercise sheets, notebooks, and other supporting files can be added to this course folder and linked from this section.