=====Course unit: Advanced statistics=====

  * Title in French: Statistiques et apprentissage
  * Course code: tba
  * ECTS credits: 1
  * Teaching hours: 25h
  * Type: elective course
  * Language of instruction: French
  * Responsible: tba
  * Instructor(s): Adil Ahidar-Coutrix
  * Remark(s): course share with 3rd track DIGITAL.e

**Brief description**

This course is an elective course aimed at anyone interested in machine learning. The main statistical tools involved in machine learning are presented. 

**Learning outcomes**

  * Understand the notion of statistical learning
  * Discover some of the possible applications

**Course content**

  - Introduction: linear regression
  - Non-linear regressions and their theoretical guarantees
  - Unsupervised classification