Master's in Computer Engineering and Management : Specialist Focus on Artificial Intelligence and Decision Aid

		Study programme 2021-2022	Français
		Faculty of Engineering
		Master's in Computer Engineering and Management : Specialist Focus on Artificial Intelligence and Decision Aid (Mons)

Panel Chairperson : Christine RENOTTE
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-004-M Team Building				18	18	0	0	0	36	Q1	3	3
			I-MANA-011 - Team Building
		UI-M1-IRIGIG-010-M Innovation Marketing				24	24	0	0	0	48	Q2	4	4
			I-MANA-221 - Marketing for Engineers
			I-MANA-222 - Innovation Marketing and Business Analytics
		UI-M1-IRIGIG-011-M Recherche opérationnelle				30	18	0	0	0	48	Q2	4	4
			I-MARO-010 - Applied Production Management
			I-MARO-015 - Stochastic Models of Operations Research
		UI-M1-IRIGIG-013-M International Challenges				0	0	60	0	0	60	Q2	5	5
			I-GRIG-070 - International Challenges
		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


	Enseignements de la finalité

		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-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-011-M Artificial Intelligence and data				30	30	0	0	0	60	Q1	5	5
			I-MARO-016 - Streaming Data Analysis
			I-ILIA-026 - Artificial Intelligence
		UI-M1-IRIGIA-012-M Stimulating Creativity				18	18	0	0	0	36	Q1	3	3
			I-MANA-210 - Stimulating Creativity



													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 - Optimization and Management of Information Systems										15

				UI-M2-IRIGIG-301-M Advanced optimization		19	41	0	0	0	60	Q1	5	5
					I-MARO-231 - Multi-Objective Optimization
					I-MARO-232 - Topics in Convex Optimization
					I-MARO-303 - First-Order Methods for Large Scale Machine Learning
				UI-M2-IRIGIG-302-M Advanced Machine and Deep Learning		30	30	0	0	0	60	Q1	5	5
					I-MARO-202 - Advanced Machine Learning
					I-ILIA-202 - Advanced Deep Learning
				UI-M2-IRIGIG-305-M Selected topics in Numerical analysis		24	36	0	0	0	60	Q1	5	5
					I-MARO-200 - Selected topics in numerical analysis
				UI-M2-IRIGIG-306-M Multimedia Retrieval and Cloud Computing		30	30	0	0	0	60	Q1	5	5
					I-ILIA-208 - Cloud and Edge Computing
					I-ILIA-014 - Machine & Deep Learning for Multimedia Retrieval
				UI-M2-IRIGIG-307-M Selected and advanced Topics in Artificial Intelligence		30	30	0	0	0	60	Q2	5	5
					I-ILIA-027 - Advanced topics in Artificial Intelligence
					S-INFO-810 - Selected topics in artificial intelligence




		Opening Modules											10

			Modules d'ouverture internationaux

				UI-M2-IRIGIG-514-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-515-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-586-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-587-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-588-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-589-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-590-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-591-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-521-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
				UI-M2-IRIGIG-530-M Development Cooperation		0	0	0	0	0	0	Y	5	5
					I-POLY-055 - Development Cooperation
				UI-M2-IRIGIG-518-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-531-M International Relations		36	0	0	0	0	36	Q2	3	3
					I-POLY-531 - International Relations
				UI-M2-IRIGIG-532-M Intercultural Relations		24	0	0	0	0	24	Q2	2	2
					I-POLY-532 - Intercultural Relations
				UI-M2-IRIGIG-533-M Activités valorisables - International I		0	0	0	0	0	0	Y	2	2
					I-POLY-533 - Activités valorisables - International I
				UI-M2-IRIGIG-534-M Activités valorisables - International II		0	0	0	0	0	0	Y	3	3
					I-POLY-534 - Activités valorisables - International II


			Modules d'ouverture SHES

				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-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
				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-543-M Activités valorisables - SHES I		0	0	0	0	0	0	Y	2	2
					I-POLY-543 - Activités valorisables - SHES I
				UI-M2-IRIGIG-544-M Activités valorisables - SHES II		0	0	0	0	0	0	Y	3	3
					I-POLY-544 - Activités valorisables - SHES II
				UI-M2-IRIGIG-524-M Bossting my first job		30	30	0	0	0	60	Q2	5	5
					I-POLY-524 - Boosting my first job


			Modules d'ouverture Métier (Technique)

				UI-M2-IRIGIG-503-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-509-M Web and Multimedia		24	36	0	0	0	60	Q2	5	5
					I-ILIA-011 - Web Technologies
					I-ILIA-012 - Vision Artificielle
				UI-M2-IRIGIG-510-M Bruit, vibrations et environnement		48	12	0	0	0	60	Q2	5	5
					I-MRDV-008 - Machine Noise
					I-MRDV-007 - Vibration et environnement
				UI-M2-IRIGIG-553-M Activités valorisables - Métier I		0	0	0	0	0	0	Y	2	2
					I-POLY-553 - Activités valorisables - Métier I
				UI-M2-IRIGIG-554-M Activités valorisables - Métier II		0	0	0	0	0	0	Y	3	3
					I-POLY-554 - Activités valorisables - Métier II
				UI-M2-IRIGIG-560-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-561-M Energy Markets		40	0	20	0	0	60	Q2	5	5
					I-GELE-200 - Energy Markets
				UI-M2-IRIGIG-562-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-565-M Edge Computing		60	0	0	0	0	60	Q2	5	5
					I-SEMI-114 - Edge Computing


			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 de la finalité

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



													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 : 31/08/2022

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