The program structure detailed below has been shortened. For in-depth information, we invite you to click here.

Please note this list is indicative of the structure of the degree and may be subject to change.

Based on your academic profile, you can submit your application either for Year 1 or Year 2.

 

Year 1 (70 ECTS)

Period 1 (Mid-September to Mid-December)

Two Refresher Courses
MAP538 Refresher in statistics
INF538 Refresher in Computer Science

Two mandatory scientific courses: 2 x 4 ECTS
INF554 Machine Learning
INF555 Constraint-based Modeling and Algorithms for Decision Making Problems

Two elective scientific courses: 2 x 4 ECTS
INF573 Image analysis and Computer Vision
INF574 Digital representation and analysis of shapes
MAP555 Signal processing

One management course: 4 ECTS
MIE556 Introduction to Marketing and Strategy

 

Period 2 (January to March)

Two mandatory scientific courses: 2 x 4 ECTS
MAP569 Machine Learning 2
INF585 Computer animation

Two elective scientific courses: 2 x 4 ECTS
INF584 Image synthesis: Theory and practice
MAP566 Statistics in action
INF562 Computational geometry
INF581 Advanced Topics in Artificial Intelligence           

One management course: 4 ECTS
MIE564 Technology-based entrepreneurship and new business creation

 

Period 3 (March to July/August)

MAP/INF590 - 16-week research or industrial internship (22 ECTS)

Transverse Courses

Two modules of Humanities and French Culture (HFC) (1.5 ECTS per semester)
Sport activities: 2 ECTS
Language (French as a Foreign Language, or other): 3 ECTS

Year 2

Period 1 - (Mid-September to Mid-December)

Two Refresher Courses
MAP630 Refresher in mathematics
INF630 Refresher in Computer Science

One mandatory long scientific course: 1 x 5 ECTS
MAP/INF631 Deep Learning

Four mandatory short scientific courses: 4 x 2 ECTS
INF631 Data Analysis: geometry and topology in arbitrary dimensions
INF632 Natural Language and speech Processing
INF633 Advanced 3D Graphics
INF634 Computer Vision

 

Period 2 (January to March)

One mandatory long scientific course: 1 x 5 ECTS

MAP/INF641 Reinforcement Learning                                                 

Four mandatory short scientific courses: 4 x 2 ECTS

INF641 Robot motion planning, verification and control of hybrid systems
INF642 Socio-emotional embodied conversational agents                                          
INF643 Soft robots: simulation, fabrication, and control
INF644 Virtual/Augmented Reality & 3D Interactions

Period 3 (March-Aug)

16-week research or industrial internship (MAP/INF590) (22 ECTS)

 

Transverse courses (Mid-September to March)

MIE630 Seminar on ethical issues and novel applications of AI 3ECTS
MAP/INF630
Transverse project 3 ECTS
Two modules of Humanities and French Culture (HFC) (1.5 ECTS per semester)
Sport activities: 2 ECTS
Language (French as a Foreign Language, or other): 3 ECTS