The aim of this course is to give the fundamentals of machine learning, with a particular emphasis on how learning algorithms are constructed.

Each course is divided in two parts of 3 hours: a course part, where we describe a method, and another 3 hours part where either some details about the construction of the method, or a practical session using this method is provided.

All practical sessions are done using R. 

Always come with your laptop, with R studio installed on it 

Langue du cours : Anglais