Study programme 2024-2025Français
Faculty of Science
Master's in Computer Science : Specialist Focus on Artificial Intelligence and Data Analytics (MONS) (day schedule)

  • Panel Chairperson : Jef WIJSEN
  • Panel Secretary : Tom MENS
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Bloc 1Hours (*)TermCreditsWeight.
HT(*) HTPE(*) HTPS(*) HD(*) HR(*) Total
Thématiques
Computer Networks and Security
US-M1-SCINFO-009-M Selected topics in computer networking242400048Q166
S-INFO-028 - Selected topics in computer networking
US-M1-SCINFO-010-M Cryptography and Computer Security240120036Q144
S-INFO-026 - Cryptography and Computer Security
US-M1-SCINFO-050-M Cybersecurity Corequis242400048Q255
S-INFO-044 - Cybersecurity
US-M1-SCINFO-150-M Selected topics in Cybersecurity2412120048Q255
S-INFO-444 - Selected topics in Cybersecurity
S-INFO-445 - Seminar in Cybersecurity
Data Science and Artificial Intelligence
US-M1-SCINFO-056-M Logic programming160140030Q233
S-INFO-804 - Logical Programming
US-M1-SCINFO-058-M Advanced Topics in Machine Learning and Data Science303000060Q266
S-INFO-075 - Advanced Topics in Machine Learning and Data Science
US-M1-SCINFO-002-M Artificial Intelligence and graphs201000030Q133
S-INFO-021 - Artificial Intelligence and graphs
US-M1-SCINFO-500-M Knowledge representation and reasoning242400048Q266
S-INFO-027 - Knowledge representation and reasoning
US-M1-SCINFO-501-M Deep Learning for Natural Language and Sequence Processing181800036Q244
S-INFO-810 - Deep Learning for Natural Language and Sequence Processing
US-M1-SCINFO-502-M Advanced topics in artificial intelligence181800036Q133
I-ILIA-027 - Advanced topics in Artificial Intelligence
Theoretical Computer Science
US-M1-SCINFO-067-M Formal Methods for System Design: Foundations3018120060Q166
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-004-M Computability and Complexity242400048Q266
S-INFO-023 - Computability and Complexity
Software Development
US-M1-SCINFO-081-M Real-time computing systems201000030Q233
S-INFO-111 - Real-time computing systems
US-M1-SCINFO-001-M Software Evolution2412120048Q266
S-INFO-029 - Software Evolution
US-M1-SCINFO-289-M Advanced operating systems Corequis66240036Q244
S-INFO-096 - Advanced Operating Systems
Numerical and Statistical Analysis
US-M1-SCINFO-018-M Introduction to scientific calculus204000060Q266
S-MATH-208 - Introduction to scientific calculus
US-M1-SCINFO-083-M Simulation120180030Q233
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 Seminar: IT in new technology monitoring03000030Q222
S-INFO-017 - Seminar: IT in new technology monitoring
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
Options
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 Machine & Deep Learning for Multimedia Retrieval121200024Q222
I-ILIA-014 - Machine & Deep Learning for Multimedia Retrieval
US-M1-SCINFO-060-M Advanced and Streaming AI303000060Q155
I-ILIA-202 - Advanced Deep Learning
I-MARO-218 - Advanced Machine Learning
Computer Networks and Security
US-M1-SCINFO-052-M Networks for Multimedia241200036Q233
I-TELE-111 - Networks for Multimedia
US-M1-SCINFO-065-M Network security28800036Q133
I-TELE-126 - Network Security
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-090-M Cloud computing Corequis121200024Q222
I-ILIA-208 - Cloud and Edge Computing
US-M1-SCINFO-091-M Web and Multimedia applications (Charleroi)4258000100Q21010
I-ILIA-113 - Base de données Web et Web sémantique
I-ILIA-115 - Mobile Development Engineering
Numerical and Statistical Analysis
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 Corequis162000036Q233
I-ISIA-013 - Medical Image Processing
US-M1-SCINFO-072-M Computer Vision162000036Q233
I-ISIA-005 - Computer Vision
US-M1-SCINFO-171-M Speech and Language Processing Corequis121200024Q222
I-ISIA-040 - Speech and Language Processing
Optimization and Decision Support
US-M1-SCINFO-077-M Nonlinear optimization221000032Q133
I-MARO-036 - Non-Linear Optimization
US-M1-SCINFO-024-M Models and methods in Data Sciences121200024Q122
I-MARO-015 - Models and methods in Data Sciences
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 Making121200024Q233
I-MANA-013 - Multiple Criteria Decision Analysis
Entrepreneurship and Creative Technologies
US-M1-SCINFO-008-M Management and organization analyses381600054Q2,Y66
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 Management121500027Q233
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 Science12000012Q122
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 Industrial and territorial ecology21000021Q122
W-EGEP-004 - Industrial and territorial ecology - AAEP
W-EGEP-029 - Industrial and territorial ecology - AAEHP
US-M1-SCINFO-153-M Introduction to epistemology12000012Q111
S-PHYS-920 - Introduction to epistemology
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
Theoretical Computer Science
US-M1-SCINFO-055-M Competitive programming181800036Q222
I-MARO-037 - Competitive Programming
Cours réservés aux étudiants ayant effectué une passerelle à l'UMONS
US-M1-SCINFO-120-M Introduction to Machine Learning and Data Science303000060Q266
S-INFO-256 - Introduction to Machine Learning and Data Science
US-M1-SCINFO-070-M Compilation270270054Q266
S-INFO-012 - Compilation
Cours spécifique à la finalité spécialisée en artifical intelligence and data analytics12
US-M1-INFFSA-300-M Reading and scientific communication in AI & DA000000Y66
S-INFO-400 - Reading and scientific communication in AI & DA
US-M1-INFFSA-301-M Advanced Topics in Machine Learning and Data Science303000060Q266
S-INFO-075 - Advanced Topics in Machine Learning and Data Science
228
Bloc 2Hours (*)TermCreditsWeight.
HT(*) HTPE(*) HTPS(*) HD(*) HR(*) Total
Master Thesis25
US-M2-SCINFO-001-M Master Thesis in Information Technology000000Y2525
S-INFO-025 - Master thesis
Enseignements optionnels17
Themes: main options
Thématiques : Autres Options
Cours spécifique à la finalité spécialisée en artifical intelligence and data analytics18
US-M2-INFFSA-002-M Stage en artificial intelligence and data analytics Prérequis0038000380Y1818
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 I302100051Q177
S-INFO-005 - Databases I
S-INFO-101 - Databases I (part B)
US-MC-SCINFO-040-M Databases II282400052Q266
S-INFO-011 - Databases II
US-MC-SCINFO-042-M Optimisation linéaire141400028Q133
I-MARO-035 - Linear Optimization
US-MC-SCINFO-043-M Artificial Intelligence302000050Q166
S-INFO-014 - Artificial Intelligence classical approaches
S-INFO-114 - Introduction to Deep Learning
US-MC-SCINFO-044-M Graphs and Combinatorial Optimisation421800060Q155
I-MARO-011 - Graph Theory and Combinatorial Optimization
US-MC-SCINFO-047-M Data Structures II240300054Q1,Y66
S-INFO-020 - Data Structures II
S-INFO-820 - Data Structures II Project
US-MC-SCINFO-046-M Computer Networks30000030Q233
S-INFO-008 - Computer Networks
US-MC-SCINFO-048-M Elementary Mathematics060120072Q166
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 algebra243600060Q266
S-INFO-609 - Algèbre linéaire
US-MC-SCINFO-051-M Functional programming180180036Q233
S-INFO-803 - Functional Programming
US-MC-SCINFO-052-M Probability241200036Q233
S-PHYS-100 - Probability
US-MC-SCINFO-053-M Object-oriented software modelling181200030Q133
S-INFO-013 - Software modelling oirented object
US-MC-SCINFO-054-M Model-driven development81600024Q133
S-INFO-103 - Development directed by models
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 : 13/05/2024
20, place du Parc, B7000 Mons - Belgique
Tél: +32 (0)65 373111
Courriel: info.mons@umons.ac.be