Fondamentaux théoriques du machine learning / Python & machine learning

This repository contains material for Epita students of the 2026 FTML course.

Content of the repository

documents/

Articles, books, or any other useful document for the course.

exercises/

Exercises with the solutions, will be uploaded after the relevant course.

lecture_notes/

Tex sources and pdf version of a document summarizing some mathemarical aspects of the couse.

practical_sessions/

Instructions for the practical sessions, with the solutions uploaded after the relevant session.

These subfolders will be updated before each session.

project/

Instructions for the project, will be uploaded during the course.

simulations/

Example simulations that will be useful for the class.

slides/

Slides for the lectures, will also be updated along the duration of the course.