Hide 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 | |
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| | Mathematics Courses - Main List | | | | | | | | 24 | |
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| | | US-M1-SCMATH-001-M Mathematical Analysis Project (List A) | 30 | 0 | 90 | 0 | 0 | 120 | Q1,Y | 12 | 12 |
| | | | S-MATH-031 - Mathematical analysis project: introduction | | | | | | | | | |
| | | | S-MATH-131 - Mathematical analysis project: Works | | | | | | | | | |
| | | US-M1-SCMATH-002-M Project - Digital Analysis of Differential Equations (List A) | 30 | 0 | 90 | 0 | 0 | 120 | Q1,Y | 12 | 12 |
| | | | S-MATH-045 - Numerical Analysis: Differential Equations | | | | | | | | | |
| | | | S-MATH-845 - Numerical Analysis: Project | | | | | | | | | |
| | | US-M1-SCMATH-004-M Project - Teaching Mathematics and Related Disciplines | 0 | 0 | 120 | 0 | 0 | 120 | Y | 12 | 12 |
| | | | S-MATH-106 - Project - Teaching Mathematics and Related Disciplines | | | | | | | | | |
| | | US-M1-SCMATH-003-M Algebraic Geometry Project (List A) | 30 | 0 | 90 | 0 | 0 | 120 | Y | 12 | 12 |
| | | | S-MATH-046 - Algebraic Geometry Project | | | | | | | | | |
| | | US-M1-SCMATH-005-M Effective Mathematics Project (List A) | 30 | 0 | 90 | 0 | 0 | 120 | Y | 12 | 12 |
| | | | S-MATH-048 - Effective Mathematics Project | | | | | | | | | |
| | | US-M1-SCMATH-006-M Mathematical Logic Project II (List A) | 30 | 0 | 90 | 0 | 0 | 120 | Y | 12 | 12 |
| | | | S-MATH-047 - Mathematical Logic Project II | | | | | | | | | |
| | | US-M1-SCMATH-007-M Probability and Statistics Project III (List A) | 30 | 0 | 90 | 0 | 0 | 120 | Y | 12 | 12 |
| | | | S-MATH-049 - Probability and Statistics Project III | | | | | | | | | |
| | | US-M1-SCMATH-008-M Model Theory II Project (List A) | 15 | 0 | 45 | 0 | 0 | 60 | Y | 6 | 6 |
| | | | S-MATH-050 - Model Theory II Project | | | | | | | | | |
| | | US-M1-SCMATH-048-M Project in formal methods for system design (List A) | 40 | 15 | 65 | 0 | 0 | 120 | Q1,Q2 | 12 | 12 |
| | | | S-MATH-043 - Formal methods: Introduction | | | | | | | | | |
| | | | S-MATH-051 - Formal methods: foundations | | | | | | | | | |
| | | | S-MATH-056 - Formal Methods: Applications | | | | | | | | | |
| | | US-M1-SCMATH-102-M Applied mathematics elements | 15 | 0 | 45 | 0 | 0 | 60 | Y | 6 | 6 |
| | | | S-MATH-061 - Applied mathematics elements | | | | | | | | | |
| | | US-M1-SCMATH-231-M Probability questions | 30 | 30 | 0 | 0 | 0 | 60 | Q2 | 9 | 9 |
| | | | S-MATH-231 - Probability questions | | | | | | | | | |
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| | Integrated Project | | | | | | | | | |
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| | | US-M1-SCMATH-014-M Integrated Project 3 | 0 | 0 | 0 | 0 | 0 | 0 | Y | 3 | 3 |
| | | | S-MATH-028 - Integrated project | | | | | | | | | |
| | | US-M1-SCMATH-037-M Integrated Project I 6 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 6 | 6 |
| | | | S-MATH-028 - Integrated project | | | | | | | | | |
| | | US-M1-SCMATH-049-M Integrated Project II 6 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 6 | 6 |
| | | | S-MATH-028 - Integrated project | | | | | | | | | |
| | | US-M1-SCMATH-050-M Integrated Project III 6 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 6 | 6 |
| | | | S-MATH-028 - Integrated project | | | | | | | | | |
| | | US-M1-SCMATH-051-M Integrated Project I 9 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 9 | 9 |
| | | | S-MATH-028 - Integrated project | | | | | | | | | |
| | | US-M1-SCMATH-052-M Integrated Project II 9 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 9 | 9 |
| | | | S-MATH-028 - Integrated project | | | | | | | | | |
| | | US-M1-SCMATH-053-M Integrated Project à 12 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 12 | 12 |
| | | | S-MATH-028 - Integrated project | | | | | | | | | |
| | | US-M1-SCMATH-009-M Integrated Project 18 ects | 0 | 0 | 0 | 0 | 0 | 0 | Y | 18 | 18 |
| | | | S-MATH-028 - Integrated project | | | | | | | | | |
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| | Optional Course | | | | | | | | 18 | |
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| | | Computer Science | | | | | | | | | |
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| | | | US-M1-SCMATH-010-M Software Evolution | 30 | 15 | 15 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | | S-INFO-029 - Software Evolution | | | | | | | | | |
| | | | US-M1-SCMATH-012-M Algorithms and Bioinformatics | 15 | 0 | 30 | 0 | 0 | 45 | Q1 | 6 | 6 |
| | | | | S-INFO-022 - Algorithms and Bioinformatics | | | | | | | | | |
| | | | US-M1-SCMATH-013-M Computability and Complexity (List A) | 30 | 30 | 0 | 0 | 0 | 60 | Q1 | 6 | 6 |
| | | | | S-INFO-023 - Computability and Complexity | | | | | | | | | |
| | | | US-M1-SCMATH-015-M Networks II | 30 | 30 | 0 | 0 | 0 | 60 | Q1 | 6 | 6 |
| | | | | S-INFO-028 - Networks II | | | | | | | | | |
| | | | US-M1-SCMATH-017-M Multi-Criteria Decision Making | 18 | 6 | 0 | 0 | 0 | 24 | Q2 | 4 | 4 |
| | | | | I-MANA-013 - Multiple Criteria Decision Analysis | | | | | | | | | |
| | | | US-M1-SCMATH-018-M Production Engineering and CAPE | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 3 | 3 |
| | | | | I-MARO-010 - Applied Production Management | | | | | | | | | |
| | | | US-M1-SCMATH-019-M Graphs and Combinatorial Optimisation | 36 | 12 | 0 | 0 | 0 | 48 | Q1 | 4 | 4 |
| | | | | I-MARO-011 - Graph Theory and Combinatorial Optimization | | | | | | | | | |
| | | | US-M1-SCMATH-020-M Stochastic Models for Operational Research | 18 | 6 | 0 | 0 | 0 | 24 | Q2 | 3 | 3 |
| | | | | I-MARO-015 - Stochastic Models of Operations Research | | | | | | | | | |
| | | | US-M1-SCMATH-021-M Operational Research Modelling Workshop | 12 | 48 | 0 | 0 | 0 | 60 | Q1 | 6 | 6 |
| | | | | I-MARO-017 - Modeling Workshop in Operational Research | | | | | | | | | |
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| | | Finance | | | | | | | | | |
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| | | | US-M1-SCMATH-031-M Econometrics | 20 | 10 | 0 | 0 | 0 | 30 | Q1 | 6 | 6 |
| | | | | W-AETR-048 - Econometrics - AAEP | | | | | | | | | |
| | | | | W-AETR-049 - Econometrics - AAEHP | | | | | | | | | |
| | | | US-M1-SCMATH-034-M Financial Markets and Portfolio Management | 12 | 9 | 0 | 0 | 0 | 21 | Q2 | 3 | 3 |
| | | | | W-FINA-026 - Financial Markets and Portfolio Management - AAEP | | | | | | | | | |
| | | | | W-FINA-038 - Financial Markets and Portfolio Management - AAEHP | | | | | | | | | |
| | | | US-M1-SCMATH-035-M Company Finance | 27 | 15 | 0 | 0 | 0 | 42 | Q1 | 6 | 6 |
| | | | | W-FINA-002 - Corporate Finance - AAEP | | | | | | | | | |
| | | | | W-FINA-039 - Corporate Finance - AAEHP | | | | | | | | | |
| | | | US-M1-SCMATH-036-M Financial management | 12 | 9 | 0 | 0 | 0 | 21 | Q1 | 3 | 3 |
| | | | | W-FINA-004 - Financial Management - AAEP | | | | | | | | | |
| | | | | W-FINA-036 - Financial Management - AAEHP | | | | | | | | | |
| | | | US-M1-SCMATH-038-M Advanced Microeconomics | 20 | 10 | 0 | 0 | 0 | 30 | Q1 | 3 | 3 |
| | | | | W-ANMI-004 - Advanced Microeconomics - AAEP | | | | | | | | | |
| | | | | W-ANMI-008 - Advanced Microeconomics - AAEHP | | | | | | | | | |
| | | | US-M1-SCMATH-039-M Modeling and production management | 30 | 0 | 0 | 0 | 0 | 30 | Q2 | 4 | 4 |
| | | | | W-EGEP-009 - Production Management and Modelling - AAEP | | | | | | | | | |
| | | | | W-EGEP-012 - Production Management and Modelling - AAEHP | | | | | | | | | |
| | | | US-M1-SCMATH-040-M Seminar: Portfolio Management | 0 | 21 | 0 | 0 | 0 | 21 | Q1 | 3 | 3 |
| | | | | W-FINA-054 - Portfolio management seminar - AAEP | | | | | | | | | |
| | | | | W-FINA-055 - Portfolio management seminar - AAEHP | | | | | | | | | |
| | | | US-M1-SCMATH-042-M Statistical Data Analysis | 18 | 18 | 0 | 0 | 0 | 36 | Q1 | 4 | 4 |
| | | | | I-MARO-014 - Data Mining | | | | | | | | | |
| | | | US-M1-SCMATH-043-M Demand Forecasting Methods | 12 | 12 | 0 | 0 | 0 | 24 | Q1 | 3 | 3 |
| | | | | I-MARO-016 - Streaming Data Analysis | | | | | | | | | |
| | | | US-M1-SCMATH-046-M Statistical methods (LIst A) | 40 | 17 | 3 | 0 | 0 | 60 | Y,Q1 | 9 | 9 |
| | | | | S-MATH-105 - Statistical methods | | | | | | | | | |
| | | | | S-MATH-030 - Introduction to R | | | | | | | | | |
| | | | US-M1-SCMATH-132-M Entrepreunership & business plan | 15 | 27 | 0 | 0 | 0 | 42 | Q2 | 6 | 6 |
| | | | | W-COGE-068 - Entrepreneurship and Business and Financial Planning - AAEP | | | | | | | | | |
| | | | | W-COGE-069 - Entrepreneurship and Business and Financial Planning - AAEHP | | | | | | | | | |
| | | | US-M1-SCMATH-133-M Entrepreunership, creativity and business model | 15 | 27 | 0 | 0 | 0 | 42 | Q1 | 6 | 6 |
| | | | | W-COGE-066 - Entrepreneurship, Creativity and Business Models - AAEP | | | | | | | | | |
| | | | | W-COGE-067 - Entrepreneurship, Creativity and Business Models - AAEHP | | | | | | | | | |
| | | | US-M1-SCMATH-141-M Derivated financial products | 26 | 16 | 0 | 0 | 0 | 42 | Q2 | 6 | 6 |
| | | | | W-FINA-046 - Financial Derivates - AAEP | | | | | | | | | |
| | | | | W-FINA-047 - Financial Derivates - AAEHP | | | | | | | | | |
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| | | Optimisation and Management | | | | | | | | | |
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| | | | US-M1-SCMATH-022-M Multi-Criteria Decision Making | 18 | 6 | 0 | 0 | 0 | 24 | Q2 | 4 | 4 |
| | | | | I-MANA-013 - Multiple Criteria Decision Analysis | | | | | | | | | |
| | | | US-M1-SCMATH-023-M Production Engineering and CAPE | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 3 | 3 |
| | | | | I-MARO-010 - Applied Production Management | | | | | | | | | |
| | | | US-M1-SCMATH-024-M Graphs and Combinatorial Optimisation | 36 | 12 | 0 | 0 | 0 | 48 | Q1 | 4 | 4 |
| | | | | I-MARO-011 - Graph Theory and Combinatorial Optimization | | | | | | | | | |
| | | | US-M1-SCMATH-025-M Stochastic Models of Operations Research | 18 | 6 | 0 | 0 | 0 | 24 | Q2 | 4 | 4 |
| | | | | I-MARO-015 - Stochastic Models of Operations Research | | | | | | | | | |
| | | | US-M1-SCMATH-026-M Linear Optimisation | 14 | 14 | 0 | 0 | 0 | 28 | Q1 | 4 | 4 |
| | | | | I-MARO-035 - Linear Optimization | | | | | | | | | |
| | | | US-M1-SCMATH-027-M Operational Research Modelling Workshop | 12 | 48 | 0 | 0 | 0 | 60 | Q1 | 6 | 6 |
| | | | | I-MARO-017 - Modeling Workshop in Operational Research | | | | | | | | | |
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| | | Artificial intelligence and big data | | | | | | | | | |
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| | | | US-M1-SCMATH-054-M Graphs and artificial intelligence | 20 | 10 | 0 | 0 | 0 | 30 | Q1 | 5 | 5 |
| | | | | S-INFO-021 - Artificial Intelligence and graphs | | | | | | | | | |
| | | | US-M1-SCMATH-055-M Machine Learning II | 30 | 30 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | | S-INFO-075 - Machine Learning II | | | | | | | | | |
| | | | US-M1-SCMATH-056-M Knowledge representation and reasoning | 30 | 30 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | | S-INFO-027 - Knowledge representation and reasoning | | | | | | | | | |
| | | | US-M1-SCMATH-057-M challenges in artificial intelligence | 12 | 36 | 0 | 0 | 0 | 48 | Q1 | 6 | 6 |
| | | | | I-ISIA-200 - Défis en intelligence artificielle | | | | | | | | | |
| | | | | I-ISIA-201 - Séminaire d'intelligence artificielle | | | | | | | | | |
| | | | US-M1-SCMATH-058-M Advanced Machine Learning and Deep Learning | 30 | 30 | 0 | 0 | 0 | 60 | Q1 | 5 | 5 |
| | | | | I-ILIA-202 - Advanced Deep Learning | | | | | | | | | |
| | | | | I-MARO-202 - Advanced Machine Learning | | | | | | | | | |
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| | | Foreign Languages | | | | | | | | | |
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| | | | US-M1-SCMATH-044-M English for Scientific Communication | 30 | 0 | 0 | 0 | 0 | 30 | Q1,Q2 | 3 | 3 |
| | | | | V-LANG-653 - English for Scientific Communication, part 1 | | | | | | | | | |
| | | | | V-LANG-654 - English for Scientific Communication, part 2 | | | | | | | | | |
| | | | Language lessons for non French native speakers | | | | | | | | | |
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| | | | | US-M1-SCMATH-150-M French foreign language 1 | 56 | 0 | 0 | 0 | 0 | 56 | Q1 | 6 | 6 |
| | | | | | V-INTR-001 - French as a foreign language S1 | | | | | | | | | |
| | | | | US-M1-SCMATH-151-M French as a Foreign Language | 56 | 0 | 0 | 0 | 0 | 56 | Q2 | 6 | 6 |
| | | | | | V-INTR-002 - French as a foreign language S2 | | | | | | | | | |
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| | | Other | | | | | | | | | |
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| | | | US-M1-SCMATH-045-M Elementary Mathematics (List A) | 15 | 0 | 0 | 0 | 0 | 15 | Q2 | 3 | 3 |
| | | | | S-MATH-042 - Elementary Mathematics | | | | | | | | | |
| | | | US-M1-SCMATH-047-M Philosophy of Science | 20 | 0 | 0 | 0 | 0 | 20 | Q1 | 2 | 2 |
| | | | | S-PHYS-120 - Philosophy of Science | | | | | | | | | |
| | | | US-M1-SCMATH-060-M Didactique de l'analyse dans la transition secondaire-université | 15 | 0 | 0 | 0 | 0 | 15 | Q2 | 3 | 3 |
| | | | | S-MATH-750 - Didactique de l'analyse dans la transition secondaire-université | | | | | | | | | |
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Bloc 2 | Hours (*) | Term | Credits | Weight. |
| HT(*) | HTPE(*) | HTPS(*) | HD(*) | HR(*) | Total | |
| Master Thesis | | | | | | | | 30 | |
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| | US-M2-SCMATH-001-M Master Thesis | 0 | 0 | 0 | 0 | 0 | 0 | Y | 30 | 30 |
| | | S-MATH-027 - Master Thesis | | | | | | | | | |
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| Courses Specific to Specialist Focus | | | | | | | | 30 | |
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| | Compulsory Specialist Focus Courses | | | | | | | | 18 | |
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| | | US-M2-MATHFA-001-M Practical Skills (Work Placement and Seminars) | 0 | 0 | 60 | 0 | 0 | 60 | Y | 18 | 18 |
| | | | S-MATH-029 - Practical skills | | | | | | | | | |
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| | Chosen Specialist Focus Courses | | | | | | | | 12 | |
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| | | US-M2-MATHFA-003-M Seminars: Numerical Analysis | 30 | 0 | 90 | 0 | 0 | 120 | Y | 12 | 12 |
| | | | S-MATH-032 - Seminars: Numerical Analysis | | | | | | | | | |
| | | US-M2-MATHFA-006-M Seminars: Local Fields | 30 | 0 | 90 | 0 | 0 | 120 | Y | 12 | 12 |
| | | | S-MATH-034 - Seminars: Local Fields | | | | | | | | | |
| | | US-M2-MATHFA-008-M Seminars: Model Theory and Applications (List A) | 30 | 0 | 90 | 0 | 0 | 120 | Y | 12 | 12 |
| | | | S-MATH-038 - Seminars: Model Theory and Applications | | | | | | | | | |
| | | US-M2-MATHFA-007-M Seminars: Effective Mathematics (List A) | 30 | 0 | 90 | 0 | 0 | 120 | Y | 12 | 12 |
| | | | S-MATH-035 - Seminars: Effective Mathematics | | | | | | | | | |
| | | US-M2-MATHFA-015-M Théorie quantique des champs I | 30 | 20 | 0 | 0 | 0 | 50 | Q1 | 9 | 9 |
| | | | S-PHYS-049 - quantum field theory I | | | | | | | | | |
| | | US-M2-MATHFA-016-M Nuclear Physics II | 30 | 0 | 0 | 0 | 0 | 30 | Q2 | 6 | 6 |
| | | | S-PHYS-051 - Nuclear Physics II | | | | | | | | | |
| | | US-M2-MATHFA-017-M Particle Physics | 30 | 0 | 30 | 0 | 0 | 60 | Q1 | 9 | 9 |
| | | | S-PHYS-050 - Particle Physics | | | | | | | | | |
| | | US-M2-MATHFA-018-M Unification of Fundamental Interactions | 30 | 0 | 0 | 0 | 0 | 30 | Q1 | 6 | 6 |
| | | | S-PHYS-046 - Quantum Field Theory III | | | | | | | | | |
| | | US-M2-MATHFA-019-M Théorie quantique des champs II | 30 | 0 | 0 | 0 | 0 | 30 | Q2 | 6 | 6 |
| | | | S-PHYS-038 - Quantum Field Theory II | | | | | | | | | |
| | | US-M2-MATHFA-020-M Solitons | 15 | 0 | 0 | 0 | 0 | 15 | Q1 | 3 | 3 |
| | | | S-PHYS-041 - Solitons | | | | | | | | | |
| | | US-M2-MATHFA-021-M Atomic and Contemporary Astrophysics | 30 | 15 | 0 | 0 | 0 | 45 | Q1 | 6 | 6 |
| | | | S-PHYS-048 - Atomic and Contemporary Astrophysics | | | | | | | | | |
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