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

		Study programme 2020-2021	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-003-M Design a large scale computer science Project				30	54	0	0	0	84	Q1	7	7
			I-ILIA-006 Digital and Software Expertise
			I-ILIA-007 Digital and Software Expertise Project
		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-012-M Propose a functional solution				48	60	0	0	0	108	Q1	9	9
			I-MARO-017 Modeling Workshop in Operational Research
			I-MARO-011 Graph Theory and Combinatorial Optimization
		UI-M1-IRIGIG-013-M International Challenges				0	0	60	0	0	60	Q2	5	5
			I-GRIG-070 International Challenges


	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		56	0	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		56	0	0	0	0	56	Q2	5	5
					V-LANG-158 Nederlands voor het bedrijfsleven II
				UI-M2-IRIGIG-586-M Elementary Dutch 1		28	0	0	0	0	28	Q1	2	2
					V-INTR-014 Basiskennis Nederlands - Deel 1
				UI-M2-IRIGIG-587-M Elementary Dutch 2		28	0	0	0	0	28	Q2	3	3
					V-INTR-015 Basiskennis Nederlands - Deel 2
				UI-M2-IRIGIG-588-M Elementary Spanish 1		28	0	0	0	0	28	Q1	2	2
					V-INTR-016 Español para principiantes - Parte 1
				UI-M2-IRIGIG-589-M Elementary Spanish 2		28	0	0	0	0	28	Q2	3	3
					V-INTR-017 Español para principiantes - Parte 2
				UI-M2-IRIGIG-590-M Elementary German 1		0	28	0	0	0	28	Q1	2	2
					V-INTR-018 Deutsch für Anfänger - Teil 1
				UI-M2-IRIGIG-591-M Elementary German 2		28	0	0	0	0	28	Q2	3	3
					V-INTR-019 Deutsch für Anfänger - 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


			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 : 17/09/2021

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