 | Study programme 2024-2025 | Français | |
 | Faculty of Science | ||
| Master's in Mathematics : Specialist Focus on Careers in Computer Science and Artificial Intelligence (MONS) (day schedule) |
- Panel Chairperson : Matthieu SIMON
- Panel Secretary : Christian MICHAUX
| Show AAs | |||||||||||||||||
| Bloc 1 | Hours (*) | Term | Credits | Weight. | |||||||||||||
| HT(*) | HTPE(*) | HTPS(*) | HD(*) | HR(*) | Total | ||||||||||||
| common structure to all the purposes of the Master in Mathematical Sciences (Block 1) | 60 | ||||||||||||||||
| Mathematics Courses - Main List | 36 | ||||||||||||||||
 US-M1-SCMATH-001-M Mathematical Analysis Project (List A) | 24 | 24 | 72 | 0 | 0 | 120 | Q1,Y | 12 | 12 | ||||||||
| US-M1-SCMATH-002-M Project - Digital Analysis of Differential Equations (List A) | 24 | 24 | 72 | 0 | 0 | 120 | Q1,Y | 12 | 12 | ||||||||
| US-M1-SCMATH-004-M Project - Teaching Mathematics and Related Disciplines | 24 | 24 | 72 | 0 | 0 | 120 | Y | 12 | 12 | ||||||||
| US-M1-SCMATH-003-M Algebraic Geometry Project (List A) | 24 | 24 | 72 | 0 | 0 | 120 | Y | 12 | 12 | ||||||||
| US-M1-SCMATH-005-M Effective Mathematics Project (List A) | 24 | 24 | 72 | 0 | 0 | 120 | Y | 12 | 12 | ||||||||
| US-M1-SCMATH-006-M Mathematical Logic Project and Model Theory II (List A) | 24 | 24 | 72 | 0 | 0 | 120 | Y | 12 | 12 | ||||||||
| US-M1-SCMATH-007-M Probability and Statistics Project (List A) | 24 | 24 | 72 | 0 | 0 | 120 | Y | 12 | 12 | ||||||||
| US-M1-SCMATH-048-M Project in formal methods for system design (List A) | 30 | 18 | 72 | 0 | 0 | 120 | Q1,Q2 | 12 | 12 | ||||||||
| US-M1-SCMATH-231-M Project in applied mathematics (List A) | 24 | 24 | 72 | 0 | 0 | 120 | Y | 12 | 12 | ||||||||
| US-M1-SCMATH-046-M Statistical methods (LIst A) | 36 | 12 | 0 | 0 | 0 | 48 | Q1 | 6 | 6 | ||||||||
| US-M1-SCMATH-232-M Algebraic structures and model theory (List A) | 12 | 12 | 36 | 0 | 0 | 60 | Q2 | 6 | 6 | ||||||||
| Integrated Project | |||||||||||||||||
| US-M1-SCMATH-014-M Integrated Project 3 | 0 | 0 | 0 | 0 | 0 | 0 | Y | 3 | 3 | ||||||||
| US-M1-SCMATH-037-M Integrated Project I 6 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 6 | 6 | ||||||||
| US-M1-SCMATH-049-M Integrated Project II 6 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 6 | 6 | ||||||||
| US-M1-SCMATH-050-M Integrated Project III 6 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 6 | 6 | ||||||||
| US-M1-SCMATH-051-M Integrated Project I 9 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 9 | 9 | ||||||||
| US-M1-SCMATH-052-M Integrated Project II 9 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 9 | 9 | ||||||||
| US-M1-SCMATH-053-M Integrated Project à 12 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 12 | 12 | ||||||||
| US-M1-SCMATH-009-M Integrated Project 18 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 18 | 18 | ||||||||
| Optional Course | 18 | ||||||||||||||||
| Computer Science | |||||||||||||||||
| US-M1-SCMATH-010-M Software Evolution | 24 | 12 | 12 | 0 | 0 | 48 | Q2 | 6 | 6 | ||||||||
| US-M1-SCMATH-013-M Computability and Complexity (List A) | 24 | 24 | 0 | 0 | 0 | 48 | Q2 | 6 | 6 | ||||||||
| US-M1-SCMATH-015-M Selected topics in computer networking | 24 | 24 | 0 | 0 | 0 | 48 | Q1 | 6 | 6 | ||||||||
| US-M1-SCMATH-017-M Multi-Criteria Decision Making | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 4 | 4 | ||||||||
| US-M1-SCMATH-019-M Graphs and Combinatorial Optimisation | 42 | 18 | 0 | 0 | 0 | 60 | Q1 | 4 | 4 | ||||||||
| US-M1-SCMATH-021-M Operational Research Modelling Workshop | 12 | 48 | 0 | 0 | 0 | 60 | Q1 | 6 | 6 | ||||||||
| Finance | |||||||||||||||||
| US-M1-SCMATH-031-M Econometrics | 18 | 9 | 0 | 0 | 0 | 27 | Q1 | 6 | 6 | ||||||||
| US-M1-SCMATH-034-M Financial Markets and Portfolio Management | 12 | 9 | 0 | 0 | 0 | 21 | Q2 | 3 | 3 | ||||||||
| US-M1-SCMATH-035-M Company Finance | 27 | 15 | 0 | 0 | 0 | 42 | Q1 | 6 | 6 | ||||||||
| US-M1-SCMATH-036-M Financial management | 12 | 9 | 0 | 0 | 0 | 21 | Q1 | 3 | 3 | ||||||||
| US-M1-SCMATH-038-M Advanced Microeconomics | 19 | 8 | 0 | 0 | 0 | 27 | Q1 | 3 | 3 | ||||||||
| US-M1-SCMATH-039-M Modeling and production management | 24 | 3 | 0 | 0 | 0 | 27 | Q2 | 4 | 4 | ||||||||
| US-M1-SCMATH-042-M Statistical Data Analysis | 18 | 18 | 0 | 0 | 0 | 36 | Q1 | 4 | 4 | ||||||||
US-M1-SCMATH-132-M Entrepreunership & business plan  | 15 | 27 | 0 | 0 | 0 | 42 | Q2 | 6 | 6 | ||||||||
| US-M1-SCMATH-133-M Entrepreunership, creativity and business model | 15 | 27 | 0 | 0 | 0 | 42 | Q1 | 6 | 6 | ||||||||
| US-M1-SCMATH-141-M Derivated financial products | 15 | 6 | 0 | 0 | 0 | 21 | Q1 | 3 | 3 | ||||||||
| US-M1-SCMATH-200-M International Finance | 27 | 15 | 0 | 0 | 0 | 42 | Q1 | 6 | 6 | ||||||||
| Optimisation and Management | |||||||||||||||||
| US-M1-SCMATH-022-M Multi-Criteria Decision Making | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 4 | 4 | ||||||||
| US-M1-SCMATH-024-M Graphs and Combinatorial Optimisation | 42 | 18 | 0 | 0 | 0 | 60 | Q1 | 4 | 4 | ||||||||
| US-M1-SCMATH-025-M Models and methods in Data Sciences | 12 | 12 | 0 | 0 | 0 | 24 | Q1 | 3 | 3 | ||||||||
| US-M1-SCMATH-026-M Linear Optimisation | 14 | 14 | 0 | 0 | 0 | 28 | Q1 | 4 | 4 | ||||||||
| US-M1-SCMATH-027-M Operational Research Modelling Workshop | 12 | 48 | 0 | 0 | 0 | 60 | Q1 | 6 | 6 | ||||||||
| Artificial intelligence and big data | |||||||||||||||||
| US-M1-SCMATH-054-M Graphs and artificial intelligence | 20 | 10 | 0 | 0 | 0 | 30 | Q1 | 5 | 5 | ||||||||
| US-M1-SCMATH-055-M Advanced Topics in Machine Learning and Data Science | 30 | 30 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 | ||||||||
| US-M1-SCMATH-056-M Knowledge representation and reasoning | 24 | 24 | 0 | 0 | 0 | 48 | Q2 | 6 | 6 | ||||||||
| US-M1-SCMATH-057-M challenges in artificial intelligence | 12 | 36 | 0 | 0 | 0 | 48 | Q1 | 6 | 6 | ||||||||
| US-M1-SCMATH-058-M Advanced and Streaming AI | 30 | 30 | 0 | 0 | 0 | 60 | Q1 | 5 | 5 | ||||||||
| Foreign Languages | |||||||||||||||||
| US-M1-SCMATH-044-M English for Scientific Communication | 30 | 0 | 0 | 0 | 0 | 30 | Q1,Q2 | 3 | 3 | ||||||||
| Language lessons for non French native speakers | |||||||||||||||||
| US-M1-SCMATH-150-M French foreign language 1 | 60 | 0 | 0 | 0 | 0 | 60 | Q1 | 6 | 6 | ||||||||
| US-M1-SCMATH-151-M French as a Foreign Language | 60 | 0 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 | ||||||||
| Other | |||||||||||||||||
| US-M1-SCMATH-045-M Elementary Mathematics (List A) | 18 | 0 | 0 | 0 | 0 | 18 | Q2 | 3 | 3 | ||||||||
| US-M1-SCMATH-047-M Philosophy of Science | 12 | 0 | 0 | 0 | 0 | 12 | Q1 | 2 | 2 | ||||||||
| US-M1-SCMATH-060-M Didactique de l'analyse dans la transition secondaire-université | 18 | 0 | 0 | 0 | 0 | 18 | Q2 | 3 | 3 | ||||||||
| 60 | |||||||||||||||||
| Bloc 2 | Hours (*) | Term | Credits | Weight. | |||||||||||||
| HT(*) | HTPE(*) | HTPS(*) | HD(*) | HR(*) | Total | ||||||||||||
| Master Thesis | 30 | ||||||||||||||||
| US-M2-SCMATH-001-M Master Thesis | 0 | 0 | 0 | 0 | 0 | 0 | Y | 30 | 30 | ||||||||
| Courses Specific to Specialist Focus | 30 | ||||||||||||||||
| US-M2-MATFSI-001-M Practical Skills (Work Placement) | 0 | 0 | 494 | 0 | 0 | 494 | Y | 30 | 30 | ||||||||
| 60 | |||||||||||||||||
(*) HT : Hours of theory - HTPE : Hours of in-class exercices - HTPS : hours of practical work - HD : HMiscellaneous time - HR : Hours of remedial classes. - Per. (Period), Y=Year, Q1=1st term et Q2=2nd term
Please note, the course titles given here are translations of the original titles and are provided in English for information only. In order to know in which language the course will be taught, please refer to the French page. There, the titles provided in French indicate that the course is taught in French and the titles provided in English indicate that the course is taught in English.