M2 Complex Systems - Courses

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Presentation of the courses for each semester of the M2 Complex Systems (semester 3 and 4).


Description

The year is divided into two semesters (semesters 3 and 4 of the Master). The first semester (S3) lasts from the beginning of September to the end of January. The second semester (S4) starts at the end of January. Each semester is validated by a minimum of 30 ECTS. See the Timetable

The first semester is devoted to the main 'Core courses', to specific research courses in modeling, to specific courses common to the Master of Fundamental Informatics, and to the research schools of the IXXI; among all this, each student must validate a minimum of 18 ECTS. The remaining 12 ECTS must be validated among the courses of the "Physics, concepts and applications" Orientation of the first semester (or in other M2 programs after agreement of the persons in charge of the course and the master).

 

Core Courses (12 ECTS)
Title (en)
Fundamentals in computer science
3 ECTS
Title (en)
Complex Networks
5 ECTS
Title (en)
Methods in complex systems
4 ECTS
Title (en)
Research in complex systems
3 ECTS
Specialized Research Courses in Modeling (6 ECTS)
Title (en)
Data processing and modeling
3 ECTS
Title (en)
Machine Learning
3 ECTS
Title (en)
Modeling in Biology and Medecine
3 ECTS
Title (en)
Modeling of social systems
3 ECTS

The course is organized so that the students are in a long research internship of 6 months, from the end of January to July, worth 30 ECTS.

Compulsory Course
Title (en)
6 month internship in Physics
30 ECTS