Presentation

Further information

The research community on which this training is based is internationally recognized and has significant visibility.

International dimension :

Partnerships:

Accredited organizational unit(s)

• Polytechnic Institute of Grenoble

Programme

Master MoSIG 1st year

• Semester 7
  • -UE Programming language and compiler design 6 ECTS credits
  • -UE Software engineering 3 ECTS credits
  • -UE Principles of operating systems 6 ECTS credits
  • -UE Algorithms and program design 3 ECTS credits
  • -UE Mathematics for computer science 3 ECTS credits
  • -UE Introduction to visual computing 3 ECTS credits
  • -UE Technical writing and speaking 3 ECTS credits

  1 option (s) to choose from 2

  • -UE Programming project (OS) 3 ECTS credits
  • -UE Programming project (Compiler design) 3 ECTS credits
• Semester 8
  • -UE Research project (TER) 3 ECTS credits
  • -UE Research methodology 3 ECTS credits

  8 option (s) to choose from 12

  • -UE Introduction to modeling and verification of digital systems 3 ECTS credits
  • -UE Operations research 3 ECTS credits
  • -UE Data base foundations 3 ECTS credits
  • -UE Introduction to distributed systems 3 ECTS credits
  • -UE Human computer interaction 3 ECTS credits
  • -UE Intelligent systems: reasoning and recognition 3 ECTS credits
  • -UE Computer networks principles 3 ECTS credits
  • -UE 3D graphics 3 ECTS credits
  • -UE Robotics and IoT 3 ECTS credits
  • -UE Introduction to cryptology 3 ECTS credits
  • -UE Parallel algorithms and programming 3 ECTS credits
  • -UE Fundamental computer science 3 ECTS credits

Master MoSIG-AISSE 2nd year

• Semester 9
  • -UE Architecture : components and services 3 ECTS credits
  • -UE Model driven engineering 3 ECTS credits
  • -UE Process engineering 3 ECTS credits
  • -UE Verification and test theories 3 ECTS credits
  • -UE Data management in large-scale distributed systems 3 ECTS credits

  4 option (s) to choose from 5

  • -UE Temporal and spatial informations 3 ECTS credits
  • -UE Software mining and re-engineering 3 ECTS credits
  • -UE Information access and retrieval 3 ECTS credits
  • -UE Engineering human-computer interaction 6 ECTS credits
  • -UE Scientific methodology and performance evaluation 3 ECTS credits
• Semester 10
  • -UE Research project 30 ECTS credits

Master MoSIG-AIW 2nd year

• Semester 9
  • -UE Knowledge representation and reasoning 6 ECTS credits
  • -UE Semantic Web : from XML to OWL 6 ECTS credits
  • -UE Machine learning fundamentals 3 ECTS credits
  • -UE Advanced algorithms for machine learning and data mining 3 ECTS credits

  4 option (s) to choose from 4

  • -UE Information access and retrieval 3 ECTS credits
  • -UE Natural language and speech processing 3 ECTS credits
  • -UE Multi-agent systems 3 ECTS credits
  • -UE Information visualization 3 ECTS credits
• Semester 10
  • -UE Research project 30 ECTS credits

Master MoSIG-GVR 2nd year

• Semester 9
  • -UE Computer graphics II 6 ECTS credits
  • -UE Autonomous robotics 6 ECTS credits
  • -UE Computer vision 6 ECTS credits

  3 option (s) to choose from 7

  • -UE Medical imaging, simulation and robotics 3 ECTS credits
  • -UE Computational geometry 3 ECTS credits
  • -UE Human-centered interaction 6 ECTS credits
  • -UE Scientific methodology and performance evaluation 3 ECTS credits
  • -UE Machine learning fundamentals 3 ECTS credits
  • -UE Machine Learning for Computer Vision and Audio Processing 3 ECTS credits
  • -UE Numerical optimal transport and geometry 3 ECTS credits
• Semester 10
  • -UE Research project 30 ECTS credits

Master MoSIG-DI 2nd year

• Semester 9
  • -UE Advanced aspects of operating systems 3 ECTS credits
  • -UE Advanced data networks 6 ECTS credits
  • -UE Software infrastructure of data centers and Cloud computing 3 ECTS credits

  3 option (s) to choose from 4

  • -UE Scientific methodology and performance evaluation 3 ECTS credits
  • -UE Wireless networks 3 ECTS credits
  • -UE Distributed system 3 ECTS credits
  • -UE Security architecture : network, system, key management, cybersecurity of industrial IT 6 ECTS credits
• Semester 10
  • -UE Research project 30 ECTS credits

Master MoSIG-HECS 2nd year

• Semester 9
  • -UE Verification and test theories 3 ECTS credits
  • -UE Models and languages for model checking 3 ECTS credits
  • -UE SAT / SMT solving 3 ECTS credits
  • -UE Analysis and verification of sequential programs 6 ECTS credits

  3 option (s) to choose from 4

  • -UE Requirements engineering 3 ECTS credits
  • -UE Industrial processes for high-confidence design 6 ECTS credits
  • -UE Advanced algorithms for machine learning and data mining 3 ECTS credits
  • -UE Probabilistics, timed and hybrid systems 3 ECTS credits
• Semester 10
  • -UE Research project 30 ECTS credits

Master MoSIG-UIS 2nd year

• Semester 9
  • -UE Human-centered interaction 6 ECTS credits
  • -UE Engineering human-computer interaction 6 ECTS credits
  • -UE Information visualization 3 ECTS credits

  3 option (s) to choose from 3

  • -UE Computer vision 6 ECTS credits
  • -UE Machine learning fundamentals 3 ECTS credits
  • -UE Scientific methodology and performance evaluation 3 ECTS credits
• Semester 10
  • -UE Research project 30 ECTS credits

Master MoSIG-Data Sciences 2nd year

• Semester 9
  • -UE Data management in large-scale distributed systems 3 ECTS credits
  • -UE Convex and distributed optimization 3 ECTS credits
  • -UE High performance computing for mathematical models 3 ECTS credits
  • -UE Fundamentals of probabilistic data mining 3 ECTS credits
  • -UE Machine learning fundamentals 3 ECTS credits
  • -UE Advanced algorithms for machine learning and data mining 3 ECTS credits
  • -UE Distributed system 3 ECTS credits

  2 option (s) to choose from 8

  • -UE Information visualization 3 ECTS credits
  • -UE Information access and retrieval 3 ECTS credits
  • -UE Machine Learning for Computer Vision and Audio Processing 3 ECTS credits
  • -UE Data challenges 3 ECTS credits
  • -UE Model selection for large-scale learning 3 ECTS credits
  • -UE Computational biology 3 ECTS credits
  • -UE Data science seminar 3 ECTS credits
  • -UE Numercial optimal transport and geometry 3 ECTS credits
• Semester 10
  • -UE Research project 30 ECTS credits

Practica, projects, and missions

A mandatory practicum or research project of 4 to 6 months is carried out in the second semester. It can be done in a research laboratory but also in the R&D department of a company. In this case, a teacher-researcher of the training tutors the practicum and ensures the training in the research provided. This research project allows for good immersion in the world of research, the discovery of the research profession and the preliminary contacts for the eventual pursuit of a thesis.

Registration and scholarships

Access condition

The first year of master's degree is accessible on file (and / or interview) to candidates with a national diploma conferring the degree of license in a field compatible with that of the master or via a validation of studies or acquired according to the conditions determined by the university or training. The second year master's is accessible to candidates according to their transcripts (and/or interview) :

• Having validated the first year of a compatible course
• Or by validating studies or acquired experience according to the conditions determined by the university or the training.

Public continuing education : You are in charge of continuing education :

• if you resume your studies after 2 years of interruption of studies
• or if you followed a formation under the regime formation continues one of the 2 preceding years
• or if you are an employee, job seeker, self-employed

If you do not have the diploma required to integrate the training, you can undertake a validation of personal and professional achievements (VAPP)

Candidature / Application

Would you like to apply and register ? Be aware that the procedure differs depending on the diploma, the degree obtained, or the place of residence for foreign students.

•  You are a candidate who is not a citizen of the European Union, residing in Algeria, Argentina, Benin, Brazil, Burkina Faso, Cameroon, Chile, China, Colombia, Comoros, Congo, South Korea, Ivory Coast, Egypt, United States, Gabon, Guinea, India, Indonesia, Iran, Japan, Lebanon, Madagascar, Mali, Morocco, Mauritius, Mauritania, Mexico, Peru, Russia, Senegal, Syria, Taiwan, Togo, Tunisia, Turkey, Vietnam.

Candidate on studies in France and on FSA

For the other applicants : Candidate

Expenses

Tuition fees 2019-2020 : 243 €

And after

Further studies

Ph.D.

Sectors of activity

Research and higher education, research and development

Vocational placement