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Bloc 1 | Nombre d’heures de cours (*) | Pér. | Crédits | Pond. |
| HT(*) | HTPE(*) | HTPS(*) | HD(*) | HR(*) | Total | |
| Enseignements obligatoires | | | | | | | | 18 | |
| | | | | | | | | | |
| | US-M1-INFO60-010-M Mémoire | 0 | 0 | 0 | 0 | 0 | 0 | A | 18 | 18 |
| | | S-INFO-066 - Mémoire | | | | | | | | | |
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| Thématiques : Options Principales | | | | | | | | 30 | |
| | | | | | | | | | |
| | Data Science and Artificial Intelligence | | | | | | | | | |
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| | | US-M1-INFO60-023-M Graphes et intelligence artificielle | 20 | 10 | 0 | 0 | 0 | 30 | Q1 | 3 | 3 |
| | | | S-INFO-021 - Graphes et intelligence artificielle | | | | | | | | | |
| | | US-M1-INFO60-005-M Knowledge representation and reasoning | 30 | 30 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | S-INFO-027 - Knowledge representation and reasoning | | | | | | | | | |
| | | US-M1-INFO60-022-M Machine Learning II | 30 | 30 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | S-INFO-075 - Machine Learning II | | | | | | | | | |
| | | US-M1-INFO60-024-M Programmation logique | 15 | 0 | 15 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | | S-INFO-804 - Programmation logique | | | | | | | | | |
| | | US-M1-INFO60-070-M Advanced topics in artificial intelligence | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 3 | 3 |
| | | | I-ILIA-027 - Advanced topics in Artificial Intelligence | | | | | | | | | |
| | | US-M1-INFO60-071-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 | | | | | | | | | |
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| | Computer Networks and Security | | | | | | | | | |
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| | | US-M1-INFO60-008-M Réseaux II | 30 | 30 | 0 | 0 | 0 | 60 | Q1 | 6 | 6 |
| | | | S-INFO-028 - Réseaux II | | | | | | | | | |
| | | US-M1-INFO60-009-M Cryptographie et sécurité des systèmes informatiques | 30 | 0 | 15 | 0 | 0 | 45 | Q1 | 5 | 5 |
| | | | S-INFO-026 - Cryptographie et sécurité des systèmes informatiques | | | | | | | | | |
| | | US-M1-INFO60-011-M Cybersécurité | 30 | 0 | 0 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | | S-INFO-044 - Cybersécurité | | | | | | | | | |
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| | Theoretical Computer Science | | | | | | | | | |
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| | | US-M1-INFO60-027-M Méthodes formelles pour la conception de systèmes : fondements | 40 | 15 | 5 | 0 | 0 | 60 | Q1 | 6 | 6 |
| | | | S-MATH-043 - Méthodes formelles : Introduction | | | | | | | | | |
| | | | S-MATH-051 - Méthodes formelles : Fondements | | | | | | | | | |
| | | US-M1-INFO60-026-M Méthodes formelles pour la conception de systèmes : applications | 0 | 0 | 60 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | S-MATH-056 - Méthodes formelles : Applications | | | | | | | | | |
| | | US-M1-INFO60-004-M Calculabilité et complexité | 30 | 30 | 0 | 0 | 0 | 60 | Q1 | 6 | 6 |
| | | | S-INFO-023 - Calculabilité et complexité | | | | | | | | | |
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| | Software Development | | | | | | | | | |
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| | | US-M1-INFO60-001-M Software evolution | 30 | 15 | 15 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | S-INFO-029 - Software evolution | | | | | | | | | |
| | | US-M1-INFO60-029-M Advanced operating systems | 10 | 0 | 30 | 0 | 0 | 40 | Q2 | 4 | 4 |
| | | | S-INFO-096 - Advanced Operating Systems | | | | | | | | | |
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| | Numerical and Statistical Analysis | | | | | | | | | |
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| | | US-M1-INFO60-030-M Introduction à l'analyse numérique | 30 | 50 | 0 | 0 | 0 | 80 | Q1,Q2 | 8 | 8 |
| | | | S-MATH-208 - Introduction à l'analyse numérique | | | | | | | | | |
| | | | S-MATH-865 - Travaux pratiques d'analyse numérique | | | | | | | | | |
| | | US-M1-INFO60-032-M Simulation | 15 | 0 | 15 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | | S-INFO-018 - Simulation | | | | | | | | | |
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| | Multimedia Signal Processing | | | | | | | | | |
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| | | US-M1-INFO60-028-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-INFO60-033-M Séminaires d'informatique en gestion d'entreprise | 0 | 30 | 0 | 0 | 0 | 30 | Q2 | 2 | 2 |
| | | | S-INFO-017 - Séminaires d'informatique | | | | | | | | | |
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| | Foreign Languages | | | | | | | | | |
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| | | US-M1-INFO60-034-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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| Thématiques : Autres Options | | | | | | | | 12 | |
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| | Data Science and Artificial Intelligence | | | | | | | | | |
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| | | US-M1-INFO60-039-M Défis en intelligence artificielle | 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-INFO60-038-M Multimedia information retrieval | 18 | 18 | 0 | 0 | 0 | 36 | Q1 | 3 | 3 |
| | | | I-ILIA-014 - Machine & Deep Learning for Multimedia Retrieval | | | | | | | | | |
| | | US-M1-INFO60-037-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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| | Computer Networks and Security | | | | | | | | | |
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| | | US-M1-INFO60-040-M Networks for multimedia and the Internet of things | 24 | 12 | 0 | 0 | 0 | 36 | Q1 | 3 | 3 |
| | | | I-TELE-111 - Networks for Multimedia | | | | | | | | | |
| | | US-M1-INFO60-041-M Network security and management | 28 | 8 | 0 | 0 | 0 | 36 | Q1 | 3 | 3 |
| | | | I-TELE-126 - Network Security and Management | | | | | | | | | |
| | | US-M1-INFO60-042-M Communications analogiques et numériques | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 2 | 2 |
| | | | I-TELE-013 - Communications analogiques et numériques | | | | | | | | | |
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| | Software Development | | | | | | | | | |
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| | | US-M1-INFO60-057-M Projet d'expertises digitale et logicielle | 12 | 48 | 0 | 0 | 0 | 60 | Q1 | 5 | 5 |
| | | | I-ILIA-007 - Projet d'expertises digitale et logicielle | | | | | | | | | |
| | | US-M1-INFO60-056-M Base de données Web et Web sémantique | 30 | 40 | 0 | 0 | 0 | 70 | Q2 | 3 | 3 |
| | | | I-ILIA-113 - Base de données Web et Web sémantique | | | | | | | | | |
| | | US-M1-INFO60-143-M Cloud computing | 12 | 12 | 0 | 0 | 0 | 24 | Q1 | 2 | 2 |
| | | | I-ILIA-208 - Cloud and Edge Computing | | | | | | | | | |
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| | Numerical and Statistical Analysis | | | | | | | | | |
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| | | US-M1-INFO60-060-M Exploration et prédiction des données | 0 | 36 | 0 | 0 | 0 | 36 | Q1 | 3 | 3 |
| | | | S-BIOG-025 - Science des données III : exploration et prédiction | | | | | | | | | |
| | | US-M1-INFO60-059-M Analyse numérique | 30 | 60 | 0 | 0 | 0 | 90 | Q2 | 9 | 9 |
| | | | S-INFO-144 - Analyse numérique | | | | | | | | | |
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| | Multimedia Signal Processing | | | | | | | | | |
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| | | US-M1-INFO60-047-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-INFO60-046-M Medical image processing | 12 | 24 | 0 | 0 | 0 | 36 | Q2 | 3 | 3 |
| | | | I-ISIA-013 - Medical Image Processing | | | | | | | | | |
| | | US-M1-INFO60-045-M Computer Vision and Machine Intelligence | 24 | 24 | 0 | 0 | 0 | 48 | Q1 | 4 | 4 |
| | | | I-ISIA-005 - Computer Vision & Machine Intelligence | | | | | | | | | |
| | | US-M1-INFO60-043-M Audio processing | 24 | 24 | 0 | 0 | 0 | 48 | Q2 | 4 | 4 |
| | | | I-ISIA-104 - Audio Processing | | | | | | | | | |
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| | Optimization and Decision Support | | | | | | | | | |
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| | | US-M1-INFO60-052-M Optimisation non linéaire | 22 | 10 | 0 | 0 | 0 | 32 | Q1 | 3 | 3 |
| | | | I-MARO-036 - Optimisation non-linéaire | | | | | | | | | |
| | | US-M1-INFO60-050-M Models and methods in Data Sciences | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 2 | 2 |
| | | | I-MARO-015 - Models and methods in Data Sciences | | | | | | | | | |
| | | US-M1-INFO60-049-M Optimisation et gestion de la production | 12 | 12 | 0 | 0 | 0 | 24 | Q2 | 2 | 2 |
| | | | I-MARO-010 - Optimisation et gestion de la production | | | | | | | | | |
| | | US-M1-INFO60-048-M Ateliers de modélisation en recherche opérationnelle | 12 | 48 | 0 | 0 | 0 | 60 | Q1 | 5 | 5 |
| | | | I-MARO-017 - Ateliers de modélisation en recherche opérationnelle | | | | | | | | | |
| | | US-M1-INFO60-051-M Aide multicritère à la décision | 18 | 6 | 0 | 0 | 0 | 24 | Q2 | 3 | 3 |
| | | | I-MANA-013 - Aide multicritère à la décision | | | | | | | | | |
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| | Entrepreneurship and Creative Technologies | | | | | | | | | |
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| | | US-M1-INFO60-007-M Management et analyse des organisations | 40 | 20 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | W-EGEE-002 - Management et analyse des organisations - AAEP | | | | | | | | | |
| | | | W-EGEE-010 - Management et analyse des organisations - AAEHP | | | | | | | | | |
| | | US-M1-INFO60-054-M Management des ressources humaines | 20 | 10 | 0 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | | W-AETR-050 - Management des ressources humaines - AAEP | | | | | | | | | |
| | | | W-AETR-051 - Management des ressources humaines - AAEHP | | | | | | | | | |
| | | US-M1-INFO60-200-M Entrepreneuriat, créativité et modèles d'affaires | 15 | 27 | 0 | 0 | 0 | 42 | Q1 | 4 | 4 |
| | | | W-COGE-066 - Entrepreneuriat, créativité et modèles d'affaires - AAEP | | | | | | | | | |
| | | | W-COGE-067 - Entrepreneuriat, créativité et modèles d'affaires - AAEHP | | | | | | | | | |
| | | US-M1-INFO60-201-M Entrepreneuriat, business plan et plan financier | 15 | 27 | 0 | 0 | 0 | 42 | Q2 | 4 | 4 |
| | | | W-COGE-068 - Entrepreneuriat, business plan et plan financier - AAEP | | | | | | | | | |
| | | | W-COGE-069 - Entrepreneuriat, business plan et plan financier - AAEHP | | | | | | | | | |
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| | Sciences and Society | | | | | | | | | |
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| | | US-M1-INFO60-063-M Sciences et société | 15 | 0 | 0 | 0 | 0 | 15 | Q2 | 2 | 2 |
| | | | S-CHIM-017 - Sciences et société | | | | | | | | | |
| | | US-M1-INFO60-062-M Philosophie des sciences | 20 | 0 | 0 | 0 | 0 | 20 | Q1 | 2 | 2 |
| | | | S-PHYS-120 - Philosophie des sciences | | | | | | | | | |
| | | US-M1-INFO60-064-M Ethique et droit de l'informatique | 30 | 0 | 0 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | | S-INFO-057 - Ethique et droit de l'informatique | | | | | | | | | |
| | | US-M1-INFO60-061-M Ecologie industrielle et territoriale | 21 | 0 | 0 | 0 | 0 | 21 | Q1 | 2 | 2 |
| | | | W-EGEP-004 - Ecologie industrielle et territoriale - AAEP | | | | | | | | | |
| | | | W-EGEP-029 - Ecologie industrielle et territoriale - AAEHP | | | | | | | | | |
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| | Foreign Languages | | | | | | | | | |
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| | | Cours de langues pour étudiants non-francophones | | | | | | | | | |
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| | | | US-M1-INFO60-035-M Français langue étrangère I | 56 | 0 | 0 | 0 | 0 | 56 | Q1 | 5 | 5 |
| | | | | V-INTR-001 - Français Langue Etrangère Q1 | | | | | | | | | |
| | | | US-M1-INFO60-036-M Français langue étrangère II | 56 | 0 | 0 | 0 | 0 | 56 | Q2 | 5 | 5 |
| | | | | V-INTR-002 - Français Langue Etrangère Q2 | | | | | | | | | |
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| | Theoretical Computer Science | | | | | | | | | |
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| | | US-M1-INFO60-100-M Competitive programming | 12 | 12 | 0 | 0 | 0 | 24 | 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-INFO60-072-M Compilation | 30 | 0 | 30 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | S-INFO-012 - Compilation | | | | | | | | | |
| | | US-M1-INFO60-120-M Machine Learning I | 30 | 30 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | | S-INFO-256 - Machine Learning I | | | | | | | | | |
| | | US-M1-INFO60-058-M Informatique temps-réel | 20 | 10 | 0 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | | S-INFO-111 - Informatique temps-réel | | | | | | | | | |
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| | | | | | | | 60 | |
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Bloc Complémentaire | Nombre d’heures de cours (*) | Pér. | Crédits | Pond. |
| HT(*) | HTPE(*) | HTPS(*) | HD(*) | HR(*) | Total | |
| Enseignements supplémentaires | | | | | | | | 60 | |
| | | | | | | | | | |
| | US-MC-INFO60-001-M Bases de données I | 30 | 25 | 0 | 0 | 0 | 55 | Q1 | 6 | 6 |
| | | S-INFO-005 - Bases de données I | | | | | | | | | |
| | | S-INFO-101 - Bases de données I (Partie B) | | | | | | | | | |
| | US-MC-INFO60-002-M Génie logiciel | 26 | 28 | 0 | 0 | 0 | 54 | Q1 | 6 | 6 |
| | | S-INFO-013 - Modélisation logicielle orientée objet | | | | | | | | | |
| | | S-INFO-103 - Développement dirigé par les modèles | | | | | | | | | |
| | US-MC-INFO60-003-M Bases de données II | 30 | 30 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | S-INFO-011 - Bases de données II | | | | | | | | | |
| | US-MC-INFO60-004-M Optimisation | 14 | 14 | 0 | 0 | 0 | 28 | Q1 | 3 | 3 |
| | | I-MARO-035 - Optimisation linéaire | | | | | | | | | |
| | US-MC-INFO60-005-M Intelligence artificielle | 30 | 15 | 0 | 0 | 0 | 45 | Q1 | 6 | 6 |
| | | S-INFO-014 - Intelligence artificielle | | | | | | | | | |
| | US-MC-INFO60-006-M Graphes et optimisation combinatoire | 36 | 12 | 0 | 0 | 0 | 48 | Q1 | 5 | 5 |
| | | I-MARO-011 - Graphes et optimisation combinatoire | | | | | | | | | |
| | US-MC-INFO60-007-M Projet de modélisation et d'implémentation | 4 | 0 | 24 | 0 | 0 | 28 | Q2 | 3 | 3 |
| | | S-INFO-106 - Projet de développement logiciel | | | | | | | | | |
| | US-MC-INFO60-008-M Structures de données II | 30 | 0 | 30 | 0 | 0 | 60 | Q1,A | 6 | 6 |
| | | S-INFO-020 - Structures de données II | | | | | | | | | |
| | | S-INFO-820 - Projet de structures de données II | | | | | | | | | |
| | US-MC-INFO60-009-M Réseaux I | 30 | 0 | 0 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | S-INFO-008 - Réseaux I | | | | | | | | | |
| | US-MC-INFO60-010-M Mathématiques élémentaires | 0 | 82 | 0 | 0 | 0 | 82 | Q1 | 4 | 4 |
| | | S-MATH-702 - Evaluation continue - Mathématiques élémentaires | | | | | | | | | |
| | | S-MATH-701 - Exercices approfondis et méthodologie | | | | | | | | | |
| | | S-MATH-718 - Logique | | | | | | | | | |
| | | S-MATH-719 - Géométrie dans le plan et l'espace | | | | | | | | | |
| | | S-MATH-721 - Inégalités | | | | | | | | | |
| | US-MC-INFO60-011-M Mathématiques pour l'informatique | 20 | 40 | 0 | 0 | 0 | 60 | Q2 | 6 | 6 |
| | | S-INFO-609 - Algèbre linéaire | | | | | | | | | |
| | US-MC-INFO60-013-M Programmation fonctionnelle | 15 | 0 | 15 | 0 | 0 | 30 | Q1 | 3 | 3 |
| | | S-INFO-803 - Programmation fonctionnelle | | | | | | | | | |
| | US-MC-INFO60-014-M Probabilités | 20 | 10 | 0 | 0 | 0 | 30 | Q2 | 3 | 3 |
| | | S-PHYS-100 - Probabilités | | | | | | | | | |
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| | | | | | | | 60 | |
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