Program Year

UE Obligatoires

  • Remise à niveau analyse de données
  • Remise à niveau probabilités
  • Java-Objet
  • Bases de données relationnelles
  • Algorithmes dans les graphes
  • Logique
  • Fondements du Machine Learning
  • Automates, langages et compilation
  • Modélisation statistique
  • Anglais 5

UE Obligatoires

  • Systèmes d'exploitation
  • Critical thinking
  • Réseaux : infrastructures
  • Programmation linéaire
  • Données semi-structurées
  • Fondements mathématiques pour l'aide à la décision
  • Introduction à l'intelligence artificielle symbolique
  • Projet analyse de données
  • Méthodes numériques : optimisation
  • Anglais 6

UE Optionnelles

Academic Training Year 2021 - 2022 - subject to modification

Teaching Modalities

The program starts in September and attendance is required.
The program is divided into two semesters, S5 and S6. Each semester consists of foundational courses, to which an elective meeting the distribution requirements is added in S6. Each course is worth a certain number of ECTS credits; each semester corresponds to a specific number of ECTS credits obtained by passing the required and elective courses for the semester.

The final grade for a first-semester course is the cumulation of grades for continuous assessment, projects, midterm exams, and final exam. The continuous assessment grade can consist of a number of elements, including projects, homework, written or oral exams, attendance, and participation. Every course for which a student receives a final grade of 10/20 or above is deemed passed, and the appropriate ECTS credits are granted.
Each semester consists of foundational courses, to which an elective is added in S6. The final grade for the semester is the weighted average of the final grades for all that semester’s courses, and the relative weight of the final grade in any given course is determined by the number of ECTS credits that course is worth. A student will have passed a semester if all the following conditions are met:

  • They take at least 30 ECTS and receive a final grade of at least 10/20
  • The final grade for each course in the semester (except Sport) is at least 5/20
  • If a student has passed a semester, they are to considered to have passed all the courses that make up that semester and to have received the associated ECTS credits.


To pass a year, the student must have passed both semesters and all the courses that make up that unit and to have received the associated ECTS credits.
A student will have passed a year (and received the associated 60 ECTS credits) if all the following conditions are met:

  • They take at least 60 ECTS and receive a final grade for the year of at least 10/20;
  • The final grade for each course in the semester (except Sport) is at least 5/20


Internships and Supervised Projects

Internship not required.