Master 2 Computer Science
Download as PDF
Master
1 year
French
Student
Lyon-Ecully Campus
Objectives
The Master 2 Informatique de Centrale Lyon prepares students for careers as computer engineers through 4 specialization paths:
- Data Science
- Artificial Intelligence
- Image Development and Technology
- Information Technology and the Web
Program
This course prepares students for the job of "data scientist". With the new orders of magnitude of data, data processing and visualization must be rethought and apprehended in new ways.
Teachings
- Automatics and Artificial Intelligence
- Graphical and Probabilistic Models
- Statistics and Econometrics
- Big Data and Computer Science
- Mathematics for Data Science and Modeling
- Visualization and interaction with data
Internship
Students must complete a 5-6 month internship in a laboratory or within a company.
This path trains students in the most advanced techniques in the field of AI for modeling and engineering intelligent systems.
Courses
- Artificial Intelligence and Cognitive Systems
- Multi-Agent Systems and Autonomous Agents
- Machine Learning
- Data Science
- Mathematics and Modeling
- Statistics and Econometrics
Internship
Students are required to complete a 5-6 month internship in a laboratory or company.
This course provides a foundation of skills essential to the profession of engineer and researcher in the field of image and computer graphics.
Courses:
- Computer Vision and Image Processing
- Geometric Modeling and Computer Graphics
- 3D Image Synthesis and Rendering
- Animation and Video Games
- Coding, Compression and Transmission of Images and Videos
- Mathematical and Statistical Modeling
- Embedded Technologies and Augmented Reality
- Data Science and Decision-Making
Internship
Students must complete a 5-6 month internship in a laboratory or company
This course trains in advanced concepts and new technologies in the field of information systems and the web.
Teachings
- Machine Learning and Artificial Intelligence
- Statistics and Data Analysis
- Optimization and Operations Research
- Enterprise Computing and Big Data
- Graphic Computing and Visualization
Internship
Students must complete a 5-6 month internship in a laboratory or within a company.
Diploma and certification
This course awards a national master's degree - controlled by the State.
Admission requirements and application
Pre-requisites
- Students holding a Master 1 or equivalent at Bac+4 (240 ECTS) obtained in Mechanics or Physics.
- Centrale Lyon engineering students as part of a double degree.
Application
Applications are considered on the basis of a portfolio.
Tuition fees
Acknowledging and anticipating your expenses is essential before committing to a training course with confidence.