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
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Bloc 1Hours (*)TermCreditsWeight.
HT(*) HTPE(*) HTPS(*) HD(*) HR(*) Total
Compulsory Teachings3
US-M1-SCINFO-007-M Scientific Reading and Writing000000Y33
S-INFO-038 - Scientific Reading and Writing (Mons)
Thématiques30
Data Science and Artificial Intelligence
US-M1-SCINFO-056-M Logic programming150150030Q233
S-INFO-804 - Logical Programming
US-M1-SCINFO-058-M Machine Learning II303000060Q266
S-INFO-075 - Machine Learning II
US-M1-SCINFO-002-M Artificial Intelligence and graphs201000030Q133
S-INFO-021 - Artificial Intelligence and graphs
US-M1-SCINFO-500-M Knowledge representation and reasoning303000060Q266
S-INFO-027 - Knowledge representation and reasoning
US-M1-SCINFO-501-M Selected topics in artificial intelligence181800036Q244
S-INFO-810 - Selected topics in artificial intelligence
US-M1-SCINFO-502-M Advanced topics in artificial intelligence121200024Q233
I-ILIA-027 - Advanced topics in Artificial Intelligence
US-M1-SCINFO-120-M Machine Learning I303000060Q266
S-INFO-256 - Machine Learning I
Computer Networks and Security
US-M1-SCINFO-009-M Networks II303000060Q166
S-INFO-028 - Networks II
US-M1-SCINFO-010-M Cryptography and Computer Security300150045Q155
S-INFO-026 - Cryptography and Computer Security
US-M1-SCINFO-050-M Cybersecurity Corequis30000030Q233
S-INFO-044 - Cybersecurity
Theoretical Computer Science
US-M1-SCINFO-067-M Formal Methods for System Design: Foundations401550060Q166
S-MATH-043 - Formal methods: Introduction
S-MATH-051 - Formal methods: foundations
US-M1-SCINFO-069-M Formal methods for system design : application00600060Q266
S-MATH-056 - Formal Methods: Applications
US-M1-SCINFO-070-M Compilation300300060Q266
S-INFO-012 - Compilation
US-M1-SCINFO-004-M Computability and Complexity303000060Q166
S-INFO-023 - Computability and Complexity
US-M1-SCINFO-003-M Algorithms and Bioinformatics Corequis150300045Q155
S-INFO-022 - Algorithms and Bioinformatics
Software Development
US-M1-SCINFO-081-M Real-time computing systems201000030Q233
S-INFO-111 - Real-time computing systems
US-M1-SCINFO-001-M Software Evolution3015150060Q266
S-INFO-029 - Software Evolution
US-M1-SCINFO-289-M Advanced operating systems Corequis100300040Q244
S-INFO-096 - Advanced Operating Systems
Numerical and Statistical Analysis
US-M1-SCINFO-018-M Introduction to Numerical Analysis305000080Q1,Q288
S-MATH-208 - Introduction to Numerical Analysis
S-MATH-865 - Numerical Analysis: Practical Work
US-M1-SCINFO-083-M Simulation150150030Q233
S-INFO-018 - Simulations
Multimedia Signal Processing
US-M1-SCINFO-027-M Signal processing163200048Q155
I-ISIA-030 - Signal Processing 1
Sciences and Society
US-M1-SCINFO-085-M Computer Science seminar in business management03000030Q222
S-INFO-017 - Séminaires d'informatique
Foreign Languages
US-M1-SCINFO-038-M English for scientific communication30000030Q1,Q233
V-LANG-653 - English for Scientific Communication, part 1
V-LANG-654 - English for Scientific Communication, part 2
Options12
Data Science and Artificial Intelligence
US-M1-SCINFO-062-M Challenges in artificial intelligence123600048Q144
I-ISIA-200 - Défis en intelligence artificielle
I-ISIA-201 - Séminaire d'intelligence artificielle
US-M1-SCINFO-061-M Multimedia information retrieval181800036Q133
I-ILIA-014 - Machine & Deep Learning for Multimedia Retrieval
US-M1-SCINFO-060-M Advanced machine learning and deep learning303000060Q155
I-ILIA-202 - Advanced Deep Learning
I-MARO-202 - Advanced Machine Learning
Computer Networks and Security
US-M1-SCINFO-052-M Networks for multimedia and the Internet of things241200036Q133
I-TELE-111 - Networks for Multimedia
US-M1-SCINFO-065-M Network security and management28800036Q133
I-TELE-126 - Network Security and Management
US-M1-SCINFO-066-M Analog and Digital Communications121200024Q222
I-TELE-013 - Analog and Digital Communication
Software Development
US-M1-SCINFO-080-M Digital and software expertise project124800060Q155
I-ILIA-007 - Digital and Software Expertise Project
US-M1-SCINFO-079-M Web technologies122400036Q233
I-ILIA-011 - Web Technologies
US-M1-SCINFO-090-M Cloud computing Corequis121200024Q122
I-ILIA-208 - Cloud and Edge Computing
Numerical and Statistical Analysis
US-M1-SCINFO-022-M Exploration et prédiction des données151500030Q133
S-BIOG-025 - Science des données III : exploration et prédiction
US-M1-SCINFO-084-M Numerical analysis306000090Q299
S-INFO-144 - Numerical Analysis
Multimedia Signal Processing
US-M1-SCINFO-074-M Visual processing and smart spaces Corequis242400048Q144
I-ISIA-106 - Visual Processing and Smart Spaces
US-M1-SCINFO-073-M Medical image processing Corequis122400036Q233
I-ISIA-013 - Medical Image Processing
US-M1-SCINFO-072-M Computer Vision and Machine Intelligence242400048Q144
I-ISIA-005 - Computer Vision & Machine Intelligence 
US-M1-SCINFO-071-M Audio processing242400048Q244
I-ISIA-104 - Audio Processing
US-M1-SCINFO-026-M Speech Processing15000015Q222
S-INFO-036 - Speech Processing
Optimization and Decision Support
US-M1-SCINFO-077-M Nonlinear optimization221000032Q133
I-MARO-036 - Non-Linear Optimization
US-M1-SCINFO-024-M Stochastic Models for Operational Research18600024Q222
I-MARO-015 - Stochastic Models of Operations Research
US-M1-SCINFO-023-M Optimisation et gestion de la production121200024Q222
I-MARO-010 - Applied Production Management
US-M1-SCINFO-075-M Modeling workshops in operational research124800060Q155
I-MARO-017 - Modeling Workshop in Operational Research
US-M1-SCINFO-028-M Multi-Criteria Decision Making18600024Q233
I-MANA-013 - Multiple Criteria Decision Analysis
Entrepreneurship and Creative Technologies
US-M1-SCINFO-008-M Management and organization analyses402000060Q266
W-EGEE-002 - Management and Analysis of Organisations - AAEP
W-EGEE-010 - Management and Analysis of Organisations - AAEHP
US-M1-SCINFO-033-M Human Resources Management201000030Q233
W-AETR-050 - Human Resource Management - AAEP
W-AETR-051 - Human Resource Management - AAEHP
US-M1-SCINFO-200-M Entrepreneurship, Creativity and Business Models Corequis152700042Q144
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 Corequis152700042Q244
W-COGE-068 - Entrepreneurship and Business and Financial Planning - AAEP
W-COGE-069 - Entrepreneurship and Business and Financial Planning - AAEHP
Sciences and Society
US-M1-SCINFO-020-M Science and Society15000015Q222
S-CHIM-017 - Science and Society
US-M1-SCINFO-019-M Philosophy of Science20000020Q122
S-PHYS-120 - Philosophy of Science
US-M1-SCINFO-100-M seminar of companies30000030Q233
S-INFO-057 - Ethics and Computer Law
US-M1-SCINFO-031-M Sustainable Development and Production21000021Q122
W-EGEP-004 - Sustainable Development and Production - AAEP
W-EGEP-029 - Sustainable Development and Production - AAEHP
Foreign Languages
Language lessons for non French native speakers
US-M1-SCINFO-053-M French as a Foreign Language I56000056Q155
V-INTR-001 - French as a foreign language S1
US-M1-SCINFO-054-M French as a Foreign Language II56000056Q255
V-INTR-002 - French as a foreign language S2
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
S-INFO-001 - Projet en artificial intelligence et data analytics
60
Bloc 2Hours (*)TermCreditsWeight.
HT(*) HTPE(*) HTPS(*) HD(*) HR(*) Total
Master Thesis25
US-M2-SCINFO-001-M Master Thesis in Information Technology Prérequis000000Y2525
S-INFO-025 - Master thesis
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
S-INFO-047 - Internship
S-INFO-104 - Rapport de stage
60
Bloc ComplémentaireHours (*)TermCreditsWeight.
HT(*) HTPE(*) HTPS(*) HD(*) HR(*) Total
Extra Courses60
US-MC-SCINFO-039-M Databases I302500055Q166
S-INFO-005 - Databases I
S-INFO-101 - Databases I (part B)
US-MC-SCINFO-041-M Software Engineering262800054Q166
S-INFO-013 - Software modelling oirented object
S-INFO-103 - Development directed by models
US-MC-SCINFO-040-M Databases II303000060Q266
S-INFO-011 - Databases II
US-MC-SCINFO-042-M Optimisation141400028Q133
I-MARO-035 - Linear Optimization
US-MC-SCINFO-043-M Artificial Intelligence301500045Q266
S-INFO-014 - Artificial Intelligence
US-MC-SCINFO-044-M Graphs and Combinatorial Optimisation361200048Q155
I-MARO-011 - Graph Theory and Combinatorial Optimization
US-MC-SCINFO-045-M Projet de modélisation et d'implémentation40240028Q233
S-INFO-106 - Software development project
US-MC-SCINFO-047-M Data Structures II300300060Q1,Y66
S-INFO-020 - Data Structures II
S-INFO-820 - Data Structures II Project
US-MC-SCINFO-046-M Networks I30000030Q233
S-INFO-008 - Networks I
US-MC-SCINFO-048-M Elementary Mathematics08200082Q144
S-MATH-701 - In-depth exercises and methodology
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 Mathematics for Computer Science204000060Q266
S-INFO-609 - Algèbre linéaire
US-MC-SCINFO-051-M Functional programming150150030Q133
S-INFO-803 - Functional Programming
US-MC-SCINFO-052-M Probability201000030Q233
S-PHYS-100 - Probability
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 : 17/09/2021
20, place du Parc, B7000 Mons - Belgique
Tél: +32 (0)65 373111
Courriel: info.mons@umons.ac.be