Machine learning, Classification and Data Mining - MAT4102
Engineering Master’s program (~90 hours TD eq.), Télécom SudParis, 2025
This is a short description of the lessons made in MAT4102. The aim of this course is to give the fundamentals of machine learning, with a particular emphasis on how learning algorithms are constructed. The course is divided into two parts: lectures where we describe the statistical models and the algorithms, and practical sessions to assess the algorithms performance with real data. All practical sessions are done using Python notebooks