Hide AAs |
Bloc 1 | Hours (*) | Term | Credits | Weight. |
| HT(*) | HTPE(*) | HTPS(*) | HD(*) | HR(*) | Total | |
| Thématiques | | | | | | | | | |
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| | Computer Networks and Security | | | | | | | | | |
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| | | US-M1-SCINFO-009-M Selected topics in computer networking | 24 | 24 | 0 | 0 | 0 | 48 | Q1 | 6 | 6 |
| | | | S-INFO-028 - Selected topics in computer networking | | | | | | | | | |
| | | US-M1-SCINFO-010-M Cryptography and Computer Security | 24 | 0 | 12 | 0 | 0 | 36 | Q1 | 4 | 4 |
| | | | S-INFO-026 - Cryptography and Computer Security | | | | | | | | | |
| | | US-M1-SCINFO-050-M Cybersecurity | 24 | 24 | 0 | 0 | 0 | 48 | Q2 | 5 | 5 |
| | | | S-INFO-044 - Cybersecurity | | | | | | | | | |
| | | US-M1-SCINFO-150-M Selected topics in Cybersecurity | 24 | 12 | 12 | 0 | 0 | 48 | Q2 | 5 | 5 |
| | | | S-INFO-444 - Selected topics in Cybersecurity | | | | | | | | | |
| | | | S-INFO-445 - Seminar in Cybersecurity | | | | | | | | | |
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| | Data Science and Artificial Intelligence | | | | | | | | | |
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| | | US-M1-SCINFO-056-M Logic programming | 16 | 0 | 14 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | | S-INFO-804 - Logical Programming | | | | | | | | | |
| | | US-M1-SCINFO-058-M Advanced Topics in Machine Learning and Data Science | 30 | 30 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | S-INFO-075 - Advanced Topics in Machine Learning and Data Science | | | | | | | | | |
| | | US-M1-SCINFO-002-M Artificial Intelligence and graphs | 20 | 10 | 0 | 0 | 0 | 30 | Q1 | 3 | 3 |
| | | | S-INFO-021 - Artificial Intelligence and graphs | | | | | | | | | |
| | | US-M1-SCINFO-500-M Knowledge representation and reasoning | 24 | 24 | 0 | 0 | 0 | 48 | Q2 | 6 | 6 |
| | | | S-INFO-027 - Knowledge representation and reasoning | | | | | | | | | |
| | | US-M1-SCINFO-501-M Deep Learning for Natural Language and Sequence Processing | 18 | 18 | 0 | 0 | 0 | 36 | Q2 | 4 | 4 |
| | | | S-INFO-810 - Deep Learning for Natural Language and Sequence Processing | | | | | | | | | |
| | | US-M1-SCINFO-502-M Advanced topics in artificial intelligence | 18 | 18 | 0 | 0 | 0 | 36 | Q1 | 3 | 3 |
| | | | I-ILIA-027 - Advanced topics in Artificial Intelligence | | | | | | | | | |
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| | Theoretical Computer Science | | | | | | | | | |
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| | | US-M1-SCINFO-067-M Formal Methods for System Design: Foundations | 30 | 18 | 12 | 0 | 0 | 60 | Q1 | 6 | 6 |
| | | | S-MATH-043 - Formal methods: Introduction | | | | | | | | | |
| | | | S-MATH-051 - Formal methods: foundations | | | | | | | | | |
| | | US-M1-SCINFO-069-M Formal methods for system design : application | 0 | 0 | 60 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | S-MATH-056 - Formal Methods: Applications | | | | | | | | | |
| | | US-M1-SCINFO-004-M Computability and Complexity | 24 | 24 | 0 | 0 | 0 | 48 | Q2 | 6 | 6 |
| | | | S-INFO-023 - Computability and Complexity | | | | | | | | | |
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| | Software Development | | | | | | | | | |
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| | | US-M1-SCINFO-081-M Real-time computing systems | 20 | 10 | 0 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | | S-INFO-111 - Real-time computing systems | | | | | | | | | |
| | | US-M1-SCINFO-001-M Software Evolution | 24 | 12 | 12 | 0 | 0 | 48 | Q2 | 6 | 6 |
| | | | S-INFO-029 - Software Evolution | | | | | | | | | |
| | | US-M1-SCINFO-289-M Advanced operating systems | 6 | 6 | 24 | 0 | 0 | 36 | Q2 | 4 | 4 |
| | | | S-INFO-096 - Advanced Operating Systems | | | | | | | | | |
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| | Numerical and Statistical Analysis | | | | | | | | | |
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| | | US-M1-SCINFO-018-M Introduction to scientific calculus | 20 | 40 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | S-MATH-208 - Introduction to scientific calculus | | | | | | | | | |
| | | US-M1-SCINFO-083-M Simulation | 12 | 0 | 18 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | | S-INFO-018 - Simulations | | | | | | | | | |
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| | Multimedia Signal Processing | | | | | | | | | |
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| | | US-M1-SCINFO-027-M Signal Processing | 16 | 32 | 0 | 0 | 0 | 48 | Q1 | 5 | 5 |
| | | | I-ISIA-030 - Signal Processing 1 | | | | | | | | | |
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| | Sciences and Society | | | | | | | | | |
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| | | US-M1-SCINFO-085-M Seminar: IT in new technology monitoring | 0 | 30 | 0 | 0 | 0 | 30 | Q2 | 2 | 2 |
| | | | S-INFO-017 - Seminar: IT in new technology monitoring | | | | | | | | | |
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| | Foreign Languages | | | | | | | | | |
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| | | US-M1-SCINFO-038-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 | | | | | | | | | |
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| Options | | | | | | | | | |
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| | Data Science and Artificial Intelligence | | | | | | | | | |
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| | | US-M1-SCINFO-062-M Challenges in artificial intelligence | 12 | 36 | 0 | 0 | 0 | 48 | Q1 | 4 | 4 |
| | | | I-ISIA-200 - Défis en intelligence artificielle | | | | | | | | | |
| | | | I-ISIA-201 - Séminaire d'intelligence artificielle | | | | | | | | | |
| | | US-M1-SCINFO-061-M Machine & Deep Learning for Multimedia Retrieval | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 2 | 2 |
| | | | I-ILIA-014 - Machine & Deep Learning for Multimedia Retrieval | | | | | | | | | |
| | | US-M1-SCINFO-060-M Advanced and Streaming AI | 30 | 30 | 0 | 0 | 0 | 60 | Q1 | 5 | 5 |
| | | | I-ILIA-202 - Advanced Deep Learning | | | | | | | | | |
| | | | I-MARO-218 - Advanced Machine Learning | | | | | | | | | |
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| | Computer Networks and Security | | | | | | | | | |
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| | | US-M1-SCINFO-052-M Networks for Multimedia | 24 | 12 | 0 | 0 | 0 | 36 | Q2 | 3 | 3 |
| | | | I-TELE-111 - Networks for Multimedia | | | | | | | | | |
| | | US-M1-SCINFO-065-M Network security | 28 | 8 | 0 | 0 | 0 | 36 | Q1 | 3 | 3 |
| | | | I-TELE-126 - Network Security | | | | | | | | | |
| | | US-M1-SCINFO-066-M Analog and Digital Communications | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 2 | 2 |
| | | | I-TELE-013 - Analog and Digital Communication | | | | | | | | | |
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| | Software Development | | | | | | | | | |
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| | | US-M1-SCINFO-080-M Digital and software expertise project | 12 | 48 | 0 | 0 | 0 | 60 | Q1 | 5 | 5 |
| | | | I-ILIA-007 - Digital and Software Expertise Project | | | | | | | | | |
| | | US-M1-SCINFO-090-M Cloud computing | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 2 | 2 |
| | | | I-ILIA-208 - Cloud and Edge Computing | | | | | | | | | |
| | | US-M1-SCINFO-091-M Web and Multimedia applications (Charleroi) | 42 | 58 | 0 | 0 | 0 | 100 | Q2 | 10 | 10 |
| | | | I-ILIA-113 - Base de données Web et Web sémantique | | | | | | | | | |
| | | | I-ILIA-115 - Mobile Development Engineering | | | | | | | | | |
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| | Numerical and Statistical Analysis | | | | | | | | | |
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| | | US-M1-SCINFO-084-M Numerical analysis | 30 | 60 | 0 | 0 | 0 | 90 | Q2 | 9 | 9 |
| | | | S-INFO-144 - Numerical Analysis | | | | | | | | | |
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| | Multimedia Signal Processing | | | | | | | | | |
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| | | US-M1-SCINFO-074-M Visual processing and smart spaces | 24 | 24 | 0 | 0 | 0 | 48 | Q1 | 4 | 4 |
| | | | I-ISIA-106 - Visual Processing and Smart Spaces | | | | | | | | | |
| | | US-M1-SCINFO-073-M Medical image processing | 16 | 20 | 0 | 0 | 0 | 36 | Q2 | 3 | 3 |
| | | | I-ISIA-013 - Medical Image Processing | | | | | | | | | |
| | | US-M1-SCINFO-072-M Computer Vision | 16 | 20 | 0 | 0 | 0 | 36 | Q2 | 3 | 3 |
| | | | I-ISIA-005 - Computer Vision | | | | | | | | | |
| | | US-M1-SCINFO-171-M Speech and Language Processing | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 2 | 2 |
| | | | I-ISIA-040 - Speech and Language Processing | | | | | | | | | |
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| | Optimization and Decision Support | | | | | | | | | |
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| | | US-M1-SCINFO-077-M Nonlinear optimization | 22 | 10 | 0 | 0 | 0 | 32 | Q1 | 3 | 3 |
| | | | I-MARO-036 - Non-Linear Optimization | | | | | | | | | |
| | | US-M1-SCINFO-024-M Models and methods in Data Sciences | 12 | 12 | 0 | 0 | 0 | 24 | Q1 | 2 | 2 |
| | | | I-MARO-015 - Models and methods in Data Sciences | | | | | | | | | |
| | | US-M1-SCINFO-075-M Modeling workshops in operational research | 12 | 48 | 0 | 0 | 0 | 60 | Q1 | 5 | 5 |
| | | | I-MARO-017 - Modeling Workshop in Operational Research | | | | | | | | | |
| | | US-M1-SCINFO-028-M Multi-Criteria Decision Making | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 3 | 3 |
| | | | I-MANA-013 - Multiple Criteria Decision Analysis | | | | | | | | | |
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| | Entrepreneurship and Creative Technologies | | | | | | | | | |
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| | | US-M1-SCINFO-008-M Management and organization analyses | 38 | 16 | 0 | 0 | 0 | 54 | Q2,Y | 6 | 6 |
| | | | W-EGEE-002 - Management and Analysis of Organisations - AAEP | | | | | | | | | |
| | | | W-EGEE-010 - Management and Analysis of Organisations - AAEHP | | | | | | | | | |
| | | | W-EGEE-020 - / | | | | | | | | | |
| | | US-M1-SCINFO-033-M Human Resources Management | 12 | 15 | 0 | 0 | 0 | 27 | Q2 | 3 | 3 |
| | | | W-AETR-050 - Human Resource Management - AAEP | | | | | | | | | |
| | | | W-AETR-051 - Human Resource Management - AAEHP | | | | | | | | | |
| | | US-M1-SCINFO-200-M Entrepreneurship, Creativity and Business Models | 15 | 27 | 0 | 0 | 0 | 42 | Q1 | 4 | 4 |
| | | | W-COGE-066 - Entrepreneurship, Creativity and Business Models - AAEP | | | | | | | | | |
| | | | W-COGE-067 - Entrepreneurship, Creativity and Business Models - AAEHP | | | | | | | | | |
| | | US-M1-SCINFO-201-M Entrepreneurship and business plan | 15 | 27 | 0 | 0 | 0 | 42 | Q2 | 4 | 4 |
| | | | W-COGE-068 - Entrepreneurship and Business and Financial Planning - AAEP | | | | | | | | | |
| | | | W-COGE-069 - Entrepreneurship and Business and Financial Planning - AAEHP | | | | | | | | | |
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| | Sciences and Society | | | | | | | | | |
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| | | US-M1-SCINFO-020-M Science and Society | 15 | 0 | 0 | 0 | 0 | 15 | Q2 | 2 | 2 |
| | | | S-CHIM-017 - Science and Society | | | | | | | | | |
| | | US-M1-SCINFO-019-M Philosophy of Science | 12 | 0 | 0 | 0 | 0 | 12 | Q1 | 2 | 2 |
| | | | S-PHYS-120 - Philosophy of Science | | | | | | | | | |
| | | US-M1-SCINFO-100-M seminar of companies | 30 | 0 | 0 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | | S-INFO-057 - Ethics and Computer Law | | | | | | | | | |
| | | US-M1-SCINFO-031-M Industrial and territorial ecology | 21 | 0 | 0 | 0 | 0 | 21 | Q1 | 2 | 2 |
| | | | W-EGEP-004 - Industrial and territorial ecology - AAEP | | | | | | | | | |
| | | | W-EGEP-029 - Industrial and territorial ecology - AAEHP | | | | | | | | | |
| | | US-M1-SCINFO-153-M Introduction to epistemology | 12 | 0 | 0 | 0 | 0 | 12 | Q1 | 1 | 1 |
| | | | S-PHYS-920 - Introduction to epistemology | | | | | | | | | |
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| | Foreign Languages | | | | | | | | | |
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| | | Language lessons for non French native speakers | | | | | | | | | |
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| | | | US-M1-SCINFO-053-M French as a Foreign Language I | 56 | 0 | 0 | 0 | 0 | 56 | Q1 | 5 | 5 |
| | | | | V-INTR-001 - French as a foreign language S1 | | | | | | | | | |
| | | | US-M1-SCINFO-054-M French as a Foreign Language II | 56 | 0 | 0 | 0 | 0 | 56 | Q2 | 5 | 5 |
| | | | | V-INTR-002 - French as a foreign language S2 | | | | | | | | | |
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| | Theoretical Computer Science | | | | | | | | | |
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| | | US-M1-SCINFO-055-M Competitive programming | 18 | 18 | 0 | 0 | 0 | 36 | Q2 | 2 | 2 |
| | | | I-MARO-037 - Competitive Programming | | | | | | | | | |
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| | Cours réservés aux étudiants ayant effectué une passerelle à l'UMONS | | | | | | | | | |
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| | | US-M1-SCINFO-120-M Introduction to Machine Learning and Data Science | 30 | 30 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | S-INFO-256 - Introduction to Machine Learning and Data Science | | | | | | | | | |
| | | US-M1-SCINFO-070-M Compilation | 27 | 0 | 27 | 0 | 0 | 54 | Q2 | 6 | 6 |
| | | | S-INFO-012 - Compilation | | | | | | | | | |
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| Cours spécifique à la finalité spécialisée en artifical intelligence and data analytics | | | | | | | | 12 | |
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| | US-M1-INFFSA-300-M Reading and scientific communication in AI & DA | 0 | 0 | 0 | 0 | 0 | 0 | Y | 6 | 6 |
| | | S-INFO-400 - Reading and scientific communication in AI & DA | | | | | | | | | |
| | US-M1-INFFSA-301-M Advanced Topics in Machine Learning and Data Science | 30 | 30 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | S-INFO-075 - Advanced Topics in Machine Learning and Data Science | | | | | | | | | |
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Bloc 2 | Hours (*) | Term | Credits | Weight. |
| HT(*) | HTPE(*) | HTPS(*) | HD(*) | HR(*) | Total | |
| Master Thesis | | | | | | | | 25 | |
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| | US-M2-SCINFO-001-M Master Thesis in Information Technology | 0 | 0 | 0 | 0 | 0 | 0 | Y | 25 | 25 |
| | | S-INFO-025 - Master thesis | | | | | | | | | |
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| Enseignements optionnels | | | | | | | | 17 | |
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| | Themes: main options | | | | | | | | | |
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| | Thématiques : Autres Options | | | | | | | | | |
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| Cours spécifique à la finalité spécialisée en artifical intelligence and data analytics | | | | | | | | 18 | |
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| | US-M2-INFFSA-002-M Stage en artificial intelligence and data analytics | 0 | 0 | 380 | 0 | 0 | 380 | Y | 18 | 18 |
| | | S-INFO-047 - Internship | | | | | | | | | |
| | | S-INFO-104 - Rapport de stage | | | | | | | | | |
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Bloc Complémentaire | Hours (*) | Term | Credits | Weight. |
| HT(*) | HTPE(*) | HTPS(*) | HD(*) | HR(*) | Total | |
| Extra Courses | | | | | | | | 60 | |
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| | US-MC-SCINFO-039-M Databases I | 30 | 21 | 0 | 0 | 0 | 51 | Q1 | 7 | 7 |
| | | S-INFO-005 - Databases I | | | | | | | | | |
| | | S-INFO-101 - Databases I (part B) | | | | | | | | | |
| | US-MC-SCINFO-040-M Databases II | 28 | 24 | 0 | 0 | 0 | 52 | Q2 | 6 | 6 |
| | | S-INFO-011 - Databases II | | | | | | | | | |
| | US-MC-SCINFO-042-M Optimisation linéaire | 14 | 14 | 0 | 0 | 0 | 28 | Q1 | 3 | 3 |
| | | I-MARO-035 - Linear Optimization | | | | | | | | | |
| | US-MC-SCINFO-043-M Artificial Intelligence | 30 | 20 | 0 | 0 | 0 | 50 | Q1 | 6 | 6 |
| | | S-INFO-014 - Artificial Intelligence classical approaches | | | | | | | | | |
| | | S-INFO-114 - Introduction to Deep Learning | | | | | | | | | |
| | US-MC-SCINFO-044-M Graphs and Combinatorial Optimisation | 42 | 18 | 0 | 0 | 0 | 60 | Q1 | 5 | 5 |
| | | I-MARO-011 - Graph Theory and Combinatorial Optimization | | | | | | | | | |
| | US-MC-SCINFO-047-M Data Structures II | 24 | 0 | 30 | 0 | 0 | 54 | Q1,Y | 6 | 6 |
| | | S-INFO-020 - Data Structures II | | | | | | | | | |
| | | S-INFO-820 - Data Structures II Project | | | | | | | | | |
| | US-MC-SCINFO-046-M Computer Networks | 30 | 0 | 0 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | S-INFO-008 - Computer Networks | | | | | | | | | |
| | US-MC-SCINFO-048-M Elementary Mathematics | 0 | 60 | 12 | 0 | 0 | 72 | Q1 | 6 | 6 |
| | | S-MATH-702 - Elementary Mathematics - Continuous Assessment | | | | | | | | | |
| | | S-MATH-718 - logic | | | | | | | | | |
| | | S-MATH-719 - Plan and space geometry | | | | | | | | | |
| | | S-MATH-721 - Inequality | | | | | | | | | |
| | US-MC-SCINFO-049-M Linear algebra | 24 | 36 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | S-INFO-609 - Algèbre linéaire | | | | | | | | | |
| | US-MC-SCINFO-051-M Functional programming | 18 | 0 | 18 | 0 | 0 | 36 | Q2 | 3 | 3 |
| | | S-INFO-803 - Functional Programming | | | | | | | | | |
| | US-MC-SCINFO-052-M Probability | 24 | 12 | 0 | 0 | 0 | 36 | Q2 | 3 | 3 |
| | | S-PHYS-100 - Probability | | | | | | | | | |
| | US-MC-SCINFO-053-M Object-oriented software modelling | 18 | 12 | 0 | 0 | 0 | 30 | Q1 | 3 | 3 |
| | | S-INFO-013 - Software modelling oirented object | | | | | | | | | |
| | US-MC-SCINFO-054-M Model-driven development | 8 | 16 | 0 | 0 | 0 | 24 | Q1 | 3 | 3 |
| | | S-INFO-103 - Development directed by models | | | | | | | | | |
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