Master's in Computer Engineering and Management : Specialist Focus on Artificial Intelligence and Decision Aid (MONS) (day schedule)

		Study programme 2023-2024	Français
		Faculty of Engineering
		Master's in Computer Engineering and Management : Specialist Focus on Artificial Intelligence and Decision Aid (MONS) (day schedule)

Panel Chairperson : Véronique FELDHEIM
Panel Secretary : Philippe FORTEMPS

												Hide AAs
Bloc 1						Hours (*)						Term	Credits	Weight.
						HT(*)	HTPE(*)	HTPS(*)	HD(*)	HR(*)	Total
	Enseignements du tronc commun

		UI-M1-IRIGIG-001-M Patent Rights and Social Laws				36	0	0	0	0	36	Q2	3	3
			I-POLY-101 - Patent Rights
			I-POLY-102 - Social Legislation
		UI-M1-IRIGIG-002-M Computer Networks				44	28	0	0	0	72	Q2	6	6
			I-TELE-005 - Computer Networks
			I-TELE-013 - Analog and Digital Communication
		UI-M1-IRIGIG-003-M Technological Innovative Project				30	66	0	0	0	96	Q2	8	8
			I-MANA-005 - Technological Innovative Project
			I-MANA-043 - Innovation Management
		UI-M1-IRIGIG-004-M International Challenges				0	0	48	0	0	48	Q2	4	4
			I-GRIG-070 - International Challenges
		UI-M1-IRIGIG-005-M Creative Teams Management				30	30	0	0	0	60	Q1	5	5
			I-MANA-210 - Stimulating Creativity
			I-MANA-011 - Team Building
		UI-M1-IRIGIG-006-M Cybersecurity and IT Management				24	12	0	0	0	36	Q1	3	3
			I-ILIA-010 - Cybersecurity and IT Management
		UI-M1-IRIGIG-014-M Digital modeling and development project for the enterprise				24	96	0	0	0	120	Q1	10	10
			I-MARO-017 - Modeling Workshop in Operational Research
			I-ILIA-007 - Digital and Software Expertise Project
		UI-M1-IRIGIG-015-M Digital and Software Expertise				18	6	0	0	0	24	Q1	2	2
			I-ILIA-006 - Digital and Software Expertise
		UI-M1-IRIGIG-017-M Graph Theory and Combinatorial Optimization				36	12	0	0	0	48	Q1	4	4
			I-MARO-011 - Graph Theory and Combinatorial Optimization
		UI-M1-IRIGIG-018-M Entering the professional world				0	8	0	0	0	8	Q1
			I-POLY-040 - Entering the professional world


	Enseignements de la finalité

		Unités d'enseignement transitoires (pour les étudiants déjà inscrits dans la formation 2022-2023)											0

			UI-M1-IRIGIA-002-M Computer Networks			44	28	0	0	0	72	Q2	6	6
				I-TELE-005 - Computer Networks
				I-TELE-013 - Analog and Digital Communication
			UI-M1-IRIGIA-008-M Technological Innovative Project			30	66	0	0	0	96	Q2	8	8
				I-MANA-005 - Technological Innovative Project
				I-MANA-043 - Innovation Management
			UI-M1-IRIGIA-012-M Stimulating Creativity			15	15	0	0	0	30	Q1	3	3
				I-MANA-210 - Stimulating Creativity
			UI-M1-IRIGIA-021-M Streaming Data Analysis			12	12	0	0	0	24	Q1	2	2
				I-MARO-016 - Streaming Data Analysis
			UI-M1-IRIGIA-711-M Artificial intelligence			18	18	0	0	0	36	Q1	3	3
				I-ILIA-026 - Artificial Intelligence
			UI-M1-IRIGIA-019-M Cybersecurity and IT Management			24	12	0	0	0	36	Q1	3	3
				I-ILIA-010 - Cybersecurity and IT Management


		UI-M1-IRIGIA-101-M Probabilistic Methods in AI				30	30	0	0	0	60	Q1	5	5
			I-MARO-015 - Models and methods in Data Sciences
			I-ILIA-027 - Advanced topics in Artificial Intelligence
		UI-M1-IRIGIA-102-M AI for Multimedia and Language Processing				30	30	0	0	0	60	Q2	5	5
			I-ILIA-014 - Machine & Deep Learning for Multimedia Retrieval
			S-INFO-810 - Deep Learning for Natural Language and Sequence Processing
		UI-M1-IRIGIA-103-M Advanced Optimization for Data Science				26	34	0	0	0	60	Q2	5	5
			I-MARO-232 - Topics in Convex Optimization
			I-MARO-303 - First-Order Methods for Large Scale Machine Learning
			I-MARO-018 - Optimization & Operational Research



													60

Bloc 2						Hours (*)						Term	Credits	Weight.
						HT(*)	HTPE(*)	HTPS(*)	HD(*)	HR(*)	Total
	Enseignements du tronc commun

		UI-M2-IRIGIG-001-M Master Thesis				0	0	0	0	0	0	Y	20	20
			I-GRIG-053 - Master Thesis
		UI-M2-IRIGIG-002-M Work Placement				0	0	0	0	0	0	Q1	10	10
			I-GRIG-052 - Work Placement
		Options											15

			Option - Cybersecurity for Internet of Everything

				UI-M2-IRIGIG-101-M Internet of Everything and Green Computing		24	36	0	0	0	60	Q1	5	5
					I-ILIA-220 - Internet of Things: Concepts and Perspectives in Smart Buildings
					I-ILIA-221 - Green Computing
					I-ILIA-223 - Internet of Everything : project
				UI-M2-IRIGIG-102-M Cryptography and Computer Security		30	0	15	0	0	45	Q1	5	5
					S-INFO-026 - Cryptography and Computer Security
				UI-M2-IRIGIG-103-M Applications security		30	10	20	0	0	60	Q2	5	5
					I-ILIA-251 - Ethical Hacking Project
					S-INFO-044 - Cybersecurity


			Option - Further studies in Artificial Intelligence

				UI-M2-IRIGIG-201-M Advanced and Streaming AI		30	30	0	0	0	60	Q1	5	5
					I-MARO-202 - Advanced Machine Learning
					I-ILIA-202 - Advanced Deep Learning
				UI-M2-IRIGIG-202-M Advanced topics in Artificial Intelligence		18	18	0	0	0	36	Q1	3	3
					I-ILIA-027 - Advanced topics in Artificial Intelligence
				UI-M2-IRIGIG-203-M AI for Multimedia and Language Processing		30	30	0	0	0	60	Q2	5	5
					I-ILIA-014 - Machine & Deep Learning for Multimedia Retrieval
					S-INFO-810 - Deep Learning for Natural Language and Sequence Processing
				UI-M2-IRIGIG-204-M First-Order Methods for Large Scale Machine Learning		8	16	0	0	0	24	Q2	2	2
					I-MARO-303 - First-Order Methods for Large Scale Machine Learning
					I-MARO-304 - First-Order Methods for Large Scale Machine Learning - Complements


			Option - Recent trends in Computing

				UI-M2-IRIGIG-308-M Societal Computing		24	36	0	0	0	60	Q1	5	5
					I-MANA-050 - Societal Computing
				UI-M2-IRIGIG-309-M Scientific Computing		24	36	0	0	0	60	Q1	5	5
					I-MARO-200 - Scientific Computing
				UI-M2-IRIGIG-310-M Trusted Computing for the Internet of Everything		18	42	0	0	0	60	Q2	5	5
					I-ILIA-208 - Cloud and Edge Computing
					I-ILIA-209 - Cloud and Edge Computing : Project
					I-ILIA-250 - Trusted Computing




		Opening Modules											10

			Modules d'ouverture internationaux

				UI-M2-IRIGIG-401-M Crédits d'Engagement Etudiant (CrEE) - International I		0	0	0	0	0	0	Y	2	2
					I-POLY-533 - Crédits d'Engagement Etudiant (CrEE) - International I
				UI-M2-IRIGIG-402-M Crédits d'Engagement Etudiant (CrEE) - International II		0	0	0	0	0	0	Y	3	3
					I-POLY-534 - Crédits d'Engagement Etudiant (CrEE) - International II
				UI-M2-IRIGIG-403-M Development Cooperation		0	0	0	0	0	0	Y	5	5
					I-POLY-055 - Development Cooperation
				UI-M2-IRIGIG-404-M International Relations		36	0	0	0	0	36	Q2	3	3
					I-POLY-531 - International Relations
				UI-M2-IRIGIG-405-M Intercultural Relations		24	0	0	0	0	24	Q2	2	2
					V-LANG-836 - Intercultural Communication-AAEP
				UI-M2-IRIGIG-411-M Elementary German 1		20	8	0	0	0	28	Q1	2	2
					V-INTR-018 - Deutsch für Anfänger / Sprache und Kultur - Teil 1
				UI-M2-IRIGIG-412-M Elementary German 2		20	8	0	0	0	28	Q2	3	3
					V-INTR-019 - Deutsch für Anfänger / Sprache und Kultur - Teil 2
				UI-M2-IRIGIG-421-M Elementary Spanish 1		20	8	0	0	0	28	Q1	2	2
					V-INTR-016 - Español para principiantes / Lengua y cultura - Parte 1
				UI-M2-IRIGIG-422-M Elementary Spanish 2		20	8	0	0	0	28	Q2	3	3
					V-INTR-017 - Español para principiantes / Lengua y cultura - Parte 2
				UI-M2-IRIGIG-431-M Elementary Dutch 1		20	8	0	0	0	28	Q1	2	2
					V-INTR-014 - Basiskennis Nederlands / Taal en cultuur - Deel 1
				UI-M2-IRIGIG-432-M Elementary Dutch 2		20	8	0	0	0	28	Q2	3	3
					V-INTR-015 - Basiskennis Nederlands / Taal en cultuur - Deel 2
				UI-M2-IRIGIG-433-M Nederlands voor het bedrijfsleven 1		36	20	0	0	0	56	Q1	5	5
					V-LANG-157 - Nederlands voor het bedrijfsleven I
				UI-M2-IRIGIG-434-M Nederlands voor het bedrijfsleven 2		20	24	12	0	0	56	Q2	5	5
					V-LANG-158 - Nederlands voor het bedrijfsleven II
				UI-M2-IRIGIG-490-M Writing and Presenting Master Thesis in English		0	0	0	0	0	0	Y	5	5
					I-POLY-051 - Writing and Presenting Master Thesis in English
				UI-M2-IRIGIG-491-M Mobility Stays Abroad: Study Period or a Traineeship		0	0	0	0	0	0	Y	5	5
					I-POLY-054 - Mobility Stays Abroad: Study Period or a Traineeship


			Modules d'ouverture SHES

				UI-M2-IRIGIG-543-M Crédits d'Engagement Etudiant (CrEE) - SHES I		0	0	0	0	0	0	Y	2	2
					I-POLY-543 - Crédits d'Engagement Etudiant (CrEE) - SHES I
				UI-M2-IRIGIG-544-M Crédits d'Engagement Etudiant (CrEE) - SHES II		0	0	0	0	0	0	Y	3	3
					I-POLY-544 - Crédits d'Engagement Etudiant (CrEE) - SHES II
				UI-M2-IRIGIG-504-M Quality, Safety, Environment		56	0	0	0	0	56	Q1	5	5
					I-GPRO-008 - Qualety, Safety, Environment
				UI-M2-IRIGIG-525-M Social Responsability of the Engineer		24	36	0	0	0	60	Q2	5	5
					I-MANA-225 - Social Responsability of the Engineer
				UI-M2-IRIGIG-519-M Long Term Placement (with Work Accreditation before Placement)		0	0	0	0	0	0	Q1	5	5
					I-POLY-052 - Long Term Placement (with Work Accreditation before Placement)
				UI-M2-IRIGIG-520-M ESW with Stay in a Research Center or in a Company		0	0	0	0	0	0	Y	5	5
					I-POLY-053 - ESW with Stay in a Research Center or in a Company


			Modules d'ouverture Métier (Technique)

				UI-M2-IRIGIG-601-M Crédits d'Engagement Etudiant (CrEE) - Métier I		0	0	0	0	0	0	Y	2	2
					I-POLY-553 - Crédits d'Engagement Etudiant (CrEE) - Métier I
				UI-M2-IRIGIG-602-M Crédits d'Engagement Etudiant (CrEE) - Métier II		0	0	0	0	0	0	Y	3	3
					I-POLY-554 - Crédits d'Engagement Etudiant (CrEE) - Métier II
				UI-M2-IRIGIG-603-M Project Management and Case Studies		39	21	0	0	0	60	Q1	5	5
					I-MANA-230 - Management qualitatif d'un projet
					I-MANA-231 - Management quantitatif d'un projet
					I-MANA-232 - Études de cas et partages d'expérience
				UI-M2-IRIGIG-606-M Cryptographie et sécurité des systèmes informatiques		30	0	15	0	0	45	Q1	5	5
					S-INFO-026 - Cryptography and Computer Security
				UI-M2-IRIGIG-607-M Cybersécurité		30	0	30	0	0	60	Q2	5	5
					S-INFO-044 - Cybersecurity
					I-ILIA-244 - Projet de cybersécurité
				UI-M2-IRIGIG-608-M Défis en intelligence artificielle		12	36	0	0	0	48	Q1	5	5
					I-ISIA-200 - Défis en intelligence artificielle
					I-ISIA-201 - Séminaire d'intelligence artificielle
				UI-M2-IRIGIG-611-M Entrepreneuriat technologique et durable		0	0	0	0	0	0	Q1	5	5
					I-MANA-233 - Entrepreneuriat technologique et durable
				UI-M2-IRIGIG-612-M Additive Manufacturing: from Design Rules to 3D Printed Smart Polymeric Materials		24	24	12	0	0	60	Q2	5	5
					I-GMEC-006 - Additive manufacturing and design rules
					S-CHIM-175 - Polymeric Materials for 3D printing
				UI-M2-IRIGIG-613-M Geospatial Data Management and Analysis. Principles and applications		12	48	0	0	0	60	Q1	5	5
					I-GEOL-200 - Geospatial Data Management and Analysis. Principles and applications
				UI-M2-IRIGIG-615-M IoE and Green Computing		24	36	0	0	0	60	Q1	5	5
					I-ILIA-220 - Internet of Things: Concepts and Perspectives in Smart Buildings
					I-ILIA-221 - Green Computing
					I-ILIA-223 - Internet of Everything : project
				UI-M2-IRIGIG-620-M Energy Economics		20	16	0	0	0	36	Q1	3	3
					I-GELE-201 - Energy Economics
				UI-M2-IRIGIG-621-M Project in Energy Economics		0	0	24	0	0	24	Q2	2	2
					I-GELE-202 - Project in Energy Economics






	Optional courses												0

		UI-M2-IRIGIG-722-M Scientific and Technological Topics in Computer Science and Management				0	0	0	0	0	0	Y	2	2
			I-POLY-074 - Scientific and Technological Topics in Computer Science and Management
		UI-M2-IRIGIG-723-M Advanced Scientific and Technological Topics in Computer Science and Management				0	0	0	0	0	0	Y	3	3
			I-POLY-075 - Advanced Scientific and Technological Topics in Computer Science and Management


	Language lessons for ERAMUS non French native speakers												0

		UI-M2-IRIGIG-901-M French as foreign language 1				56	0	0	0	0	56	Q1	5	5
			V-INTR-001 - French as a foreign language S1
		UI-M2-IRIGIG-902-M French as a Foreign Language 2				56	0	0	0	0	56	Q2	5	5
			V-INTR-002 - French as a foreign language S2


	Enseignements du tronc commun organisés à partir de 2024-2025												0

		UI-M2-IRIGIG-003-M Business Game				0	0	60	0	0	60	Q2	5	5
			I-MANA-042 - Business Game


	Enseignements de la finalité

		UI-M2-IRIGIA-001-M Business Game				0	0	60	0	0	60	Q2	5	5
			I-MANA-042 - Business Game


	Enseignements de la finalité organisés à partir de 2024-2025												0

		UI-M2-IRIGIA-101-M Advanced and Streaming AI (not organized in 2023-2024)				42	42	0	0	0	84	Q1	5	5
			I-ILIA-202 - Advanced Deep Learning
			I-MARO-016 - Streaming Data Analysis
			I-MARO-202 - Advanced Machine Learning
		UI-M2-IRIGIA-102-M Scientific Computing (not organized in 2023-2024)				24	36	0	0	0	60	Q1	5	5
			I-MARO-200 - Scientific Computing
		UI-M2-IRIGIA-103-M Societal Computing (not organized in 2023-2024)				24	36	0	0	0	60	Q1	5	5
			I-MANA-050 - Societal Computing



													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.

More information on Higher Education Structure (’Paysage’ Decree)

Date de génération : 03/05/2024

20, place du Parc, B7000 Mons - Belgique
Tél: +32 (0)65 373111
Courriel: info.mons@umons.ac.be