Study programme 2021-2022Français
Faculty of Science
Master's in Computer Science : Specialist Focus on Artificial Intelligence and Data Analytics (Mons)
  • Panel Chairperson : Jef WIJSEN
  • Panel Secretary : Tom MENS
Show AAs
Bloc 1Hours (*)TermCreditsWeight.
HT(*) HTPE(*) HTPS(*) HD(*) HR(*) Total
Compulsory Teachings3
US-M1-SCINFO-007-M Scientific Reading and Writing000000Y33
Thématiques30
Data Science and Artificial Intelligence
US-M1-SCINFO-056-M Logic programming150150030Q233
US-M1-SCINFO-058-M Machine Learning II303000060Q266
US-M1-SCINFO-002-M Artificial Intelligence and graphs201000030Q133
US-M1-SCINFO-500-M Knowledge representation and reasoning303000060Q266
US-M1-SCINFO-501-M Selected topics in artificial intelligence181800036Q244
US-M1-SCINFO-502-M Advanced topics in artificial intelligence121200024Q233
US-M1-SCINFO-120-M Machine Learning I303000060Q266
Computer Networks and Security
US-M1-SCINFO-009-M Networks II303000060Q166
US-M1-SCINFO-010-M Cryptography and Computer Security300150045Q155
US-M1-SCINFO-050-M Cybersecurity Corequis30000030Q233
Theoretical Computer Science
US-M1-SCINFO-067-M Formal Methods for System Design: Foundations401550060Q166
US-M1-SCINFO-069-M Formal methods for system design : application00600060Q266
US-M1-SCINFO-070-M Compilation300300060Q266
US-M1-SCINFO-004-M Computability and Complexity303000060Q166
US-M1-SCINFO-003-M Algorithms and Bioinformatics Corequis150300045Q155
Software Development
US-M1-SCINFO-081-M Real-time computing systems201000030Q233
US-M1-SCINFO-001-M Software Evolution3015150060Q266
US-M1-SCINFO-289-M Advanced operating systems Corequis100300040Q244
Numerical and Statistical Analysis
US-M1-SCINFO-018-M Introduction to Numerical Analysis305000080Q1,Q288
US-M1-SCINFO-083-M Simulation150150030Q233
Multimedia Signal Processing
US-M1-SCINFO-027-M Signal processing163200048Q155
Sciences and Society
US-M1-SCINFO-085-M Computer Science seminar in business management03000030Q222
Foreign Languages
US-M1-SCINFO-038-M English for scientific communication30000030Q1,Q233
Options12
Data Science and Artificial Intelligence
US-M1-SCINFO-062-M Challenges in artificial intelligence123600048Q144
US-M1-SCINFO-061-M Multimedia information retrieval181800036Q133
US-M1-SCINFO-060-M Advanced machine learning and deep learning303000060Q155
Computer Networks and Security
US-M1-SCINFO-052-M Networks for multimedia and the Internet of things241200036Q133
US-M1-SCINFO-065-M Network security and management28800036Q133
US-M1-SCINFO-066-M Analog and Digital Communications121200024Q222
Software Development
US-M1-SCINFO-080-M Digital and software expertise project124800060Q155
US-M1-SCINFO-079-M Web technologies122400036Q233
US-M1-SCINFO-090-M Cloud computing Corequis121200024Q122
Numerical and Statistical Analysis
US-M1-SCINFO-022-M Exploration et prédiction des données151500030Q133
US-M1-SCINFO-084-M Numerical analysis306000090Q299
Multimedia Signal Processing
US-M1-SCINFO-074-M Visual processing and smart spaces Corequis242400048Q144
US-M1-SCINFO-073-M Medical image processing Corequis122400036Q233
US-M1-SCINFO-072-M Computer Vision and Machine Intelligence242400048Q144
US-M1-SCINFO-071-M Audio processing242400048Q244
US-M1-SCINFO-026-M Speech Processing15000015Q222
Optimization and Decision Support
US-M1-SCINFO-077-M Nonlinear optimization221000032Q133
US-M1-SCINFO-024-M Stochastic Models for Operational Research18600024Q222
US-M1-SCINFO-023-M Optimisation et gestion de la production121200024Q222
US-M1-SCINFO-075-M Modeling workshops in operational research124800060Q155
US-M1-SCINFO-028-M Multi-Criteria Decision Making18600024Q233
Entrepreneurship and Creative Technologies
US-M1-SCINFO-008-M Management and organization analyses402000060Q266
US-M1-SCINFO-033-M Human Resources Management201000030Q233
US-M1-SCINFO-200-M Entrepreneurship, Creativity and Business Models Corequis152700042Q144
US-M1-SCINFO-201-M Entrepreneurship and business plan Corequis152700042Q244
Sciences and Society
US-M1-SCINFO-020-M Science and Society15000015Q222
US-M1-SCINFO-019-M Philosophy of Science20000020Q122
US-M1-SCINFO-100-M seminar of companies30000030Q233
US-M1-SCINFO-031-M Sustainable Development and Production21000021Q122
Foreign Languages
Language lessons for non French native speakers
US-M1-SCINFO-053-M French as a Foreign Language I56000056Q155
US-M1-SCINFO-054-M French as a Foreign Language II56000056Q255
Cours spécifique à la finalité spécialisée en artifical intelligence and data analytics15
US-M1-INFFSA-001-M Projet en artificial intelligence and data analytics Corequis000000Y1515
60
Bloc 2Hours (*)TermCreditsWeight.
HT(*) HTPE(*) HTPS(*) HD(*) HR(*) Total
Master Thesis25
US-M2-SCINFO-001-M Master Thesis in Information Technology Prérequis000000Y2525
Enseignements optionnels20
Themes: main options
Thématiques : Autres Options
Cours spécifique à la finalité spécialisée en artifical intelligence and data analytics
US-M2-INFFSA-002-M Stage en artificial intelligence and data analytics Prérequis0038000380Y1515
60
Bloc ComplémentaireHours (*)TermCreditsWeight.
HT(*) HTPE(*) HTPS(*) HD(*) HR(*) Total
Extra Courses60
US-MC-SCINFO-039-M Databases I302500055Q166
US-MC-SCINFO-041-M Software Engineering262800054Q166
US-MC-SCINFO-040-M Databases II303000060Q266
US-MC-SCINFO-042-M Optimisation141400028Q133
US-MC-SCINFO-043-M Artificial Intelligence301500045Q266
US-MC-SCINFO-044-M Graphs and Combinatorial Optimisation361200048Q155
US-MC-SCINFO-045-M Projet de modélisation et d'implémentation40240028Q233
US-MC-SCINFO-047-M Data Structures II300300060Q1,Y66
US-MC-SCINFO-046-M Networks I30000030Q233
US-MC-SCINFO-048-M Elementary Mathematics08200082Q144
US-MC-SCINFO-049-M Mathematics for Computer Science204000060Q266
US-MC-SCINFO-051-M Functional programming150150030Q133
US-MC-SCINFO-052-M Probability201000030Q233
Module transitoire
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.
Date de génération : 25/07/2021
20, place du Parc, B7000 Mons - Belgique
Tél: +32 (0)65 373111
Courriel: info.mons@umons.ac.be