Master en sciences de l'ingénieur industriel orientation Informatique
Option Intelligence artificielle et Big Data

in Mons

Home / Department of Sciences and Technologies / Ing. Info. IABD

Courses

Classic course

• Bachelor
  block 1

• Bachelor
  block 2

• Bachelor
  block 3

• Master
  block 1

• Master
  block 2

Passerelle pour informaticiens

Titulaires d'un diplôme de type court en informatique & systèmes

• Master
  block 0

• Master
  block 1

• Master
  block 2

Passerelle pour électroniciens

Titulaire d'un diplôme de type court en électronique ou électro-mécanique

• Master
  block 0

• Master
  block 1

• Master
  block 2

Lesson grid : Bachelor block 1 (2024-2025)

Teaching units of the 1^st Quadrimester

Basics of computer science 1 (4 ECTS)

• Computer science and new technologies
• Programming techniques 1

Chemistry 1 (5 ECTS)

• General chemistry 1: theory and applications
• General chemistry 1: seminars
• Sustainable development and green chemistry

General mathematics (6 ECTS)

• Algebra
• Analysis

Rational mechanics 1 (3 ECTS)

• Mechanics: applications
• Mechanics: theory

Physics 1 (3 ECTS)

• Physics 1: labs
• Physics 1: theory and applications

Materials techniques 1 (2 ECTS)

• Materials techniques 1: applications
• Materials techniques 1: theory

Techniques in computer graphics 1 (3 ECTS)

• CAD
• Technical drawing by hand
• Use of graphs

Teaching units of the 2^nd Quadrimester

Chemistry 2 (5 ECTS)

• Chimie générale 2 : laboratoires et exercices
• General chemistry 2: theory and applications

Communication and languages (2 ECTS)

• Communication and languages: English 1

Electricity 1 (6 ECTS)

• Electricity: labs and exercises
• Electrostatics and electrokinetics

Applied mathematics 1 (6 ECTS)

• Applied analysis 1
• Geometry

Mechanics and materials science 1 (3 ECTS)

• Introduction to structural analysis

Rational mechanics 2 (5 ECTS)

• Kinematics, statics and dynamics: applications
• Kinematics, statics and dynamics: theory

Physics 2 (3 ECTS)

• Physics 2: labs
• Physics 2: theory and applications

Materials techniques 2 (2 ECTS)

• Materials techniques 2: applications
• Materials techniques 2: theory

Teaching units of the year

Scientific methodology (2 ECTS)

• Methodology: Project (in Computer Science or Building)
• Scientific methodology: applications
• Scientific methodology: theory

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Lesson grid : Bachelor block 2 (2024-2025)

Teaching units of the 1^st Quadrimester

Electricity 2 (5 ECTS)

• Electricity 2: applications
• Electricity 2: theory

Electronics (2 ECTS)

• Electronics of semi-conductors 1: theory
• Electronics of semi-conductors 1: labs

Applied mathematics 2 (4 ECTS)

• Applied analysis 2

Fluid mechanics (2 ECTS)

• Fluid mechanics: applications
• Fluid mechanics: theory

Mechanics and materials sciences 2 (2 ECTS)

• Theory of beams

Mechanics and applied thermodynamics 1 (5 ECTS)

• Mechanics and applied thermodynamics 1: exercises
• Mechanics and applied thermodynamics 1: theory

Physics 3 (2 ECTS)

• Physics 3: labs
• Physics 3: theory

Specific course units : Computer Science Group

Basics of computer science 2 (3 ECTS)

• Architectures of IT systems
• Programming techniques 2

Chemistry 3 (1 ECTS)

• Organic chemistry

Techniques in computer graphics 2 (3 ECTS)

• 3D modelling of technical parts
• Plans d'installation électrique BT

Teaching units of the 2^nd Quadrimester

Biology (2 ECTS)

• Biology and environment

Communication and languages (2 ECTS)

• Communication and languages: English 2

Entrepreneurial management (3 ECTS)

• Corporate general accounting: applications and case studies
• Corporate general accounting: general principles

Statistics (2 ECTS)

• Statistics

Specific course units : Computer Science Group

Basics of computer science 3 (2 ECTS)

• Programming of graphic interfaces

Electricity supplements (4 ECTS)

• Electricity supplements: labs
• Electricity supplements: theory

Electronics supplements (3 ECTS)

• Electronics of semi-conductors 2: labs
• Electronics of semi-conductors 2: theory

Modern physics (2 ECTS)

• Nuclear physics

Advanced programming techniques 1 (5 ECTS)

• Video game programming
• Object-oriented programming

Materials techniques 3 (2 ECTS)

• Materials techniques 3

Signal processing 1 (4 ECTS)

• Operational calculus of Laplace
• Sinusoidal signals and phasors

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Lesson grid : Bachelor block 3 (2024-2025)

Teaching units of the 1^st Quadrimester

Fluid machines (2 ECTS)

• Fluid machines

Specific course units : Computer Science Group

Automation 1 (5 ECTS)

• Control of industrial systems
• Operational calculus and modelling

Communication and languages (2 ECTS)

• Communication and languages: English 3

Applied electronics (3 ECTS)

• Microcontroller programming
• Applied electronics project

The company: context, structure and issues (2 ECTS)

• Economics
• Structural organisation of businesses
• Business strategies

Computer systems and networks 1 (3 ECTS)

• Network topology and architecture
• Network protocols

Techniques of industrial measurements (2 ECTS)

• Industrial sensors: labs
• Industrial sensors: theory

Advanced programming techniques 2 (4 ECTS)

• Programming techniques project
• Programming techniques 3

Information processing (4 ECTS)

• Relational databases: labs
• Relational databases: theory and exercises
• Data structure

Signal processing 2 (3 ECTS)

• Frequency analysis of signals
• Analogue signals filtering

Teaching units of the 2^nd Quadrimester

Specific course units : Computer Science Group

Professional integration activities (10 ECTS)

• Work placement (6 weeks)

Automation 2 (2 ECTS)

• Linear systems studies: labs
• System control: labs

Digital electronics (6 ECTS)

• Programmable components
• Digital electronics: labs
• Digital electronics: theory

Electrical engineering and electronics (5 ECTS)

• Electrical engineering: labs
• Applied eletronics and electrical engineering: labs
• Electrical machines and networks

Fluid machines labs (1 ECTS)

• Fluid machines labs

Computer systems and networks 2 (2 ECTS)

• Architecture and routing: labs
• Architecture and routing: simulator
• Introduction to Cisco IOS

Teaching units of the year

Specific course units : Computer Science Group

Projects, design offices and seminars 1 (4 ECTS)

• Involvement in the organisation of an event project

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Lesson grid : Master block 1 (2024-2025)

Teaching units of the 1^st Quadrimester

Advanced databases (4 ECTS)

• Server architectures
• Relational databases: advanced course
• Big Data and NoSQL systems

Cybersecurity 1 (2 ECTS)

• Advanced coding
• Cryptologie

Embedded computing (4 ECTS)

• Communication protocols and interfaces
• Embedded systems equipped with operating systems

Language (2 ECTS)

• English

Project Management (1 ECTS)

• Project Management

Operations research (3 ECTS)

• Project planning and linear programming
• ROP tutorials (workshops)

Techniques de programmation avancées 3 (4 ECTS)

• Techniques de programmation avancées 3

Specific course units : - Networks and Security

Business intelligence (2 ECTS)

• Data retrieval and analysis
• OLAP and reporting

Infrastructures centralisées (4 ECTS)

• Infrastructures centralisées

Operating systems (4 ECTS)

• Operating systems

Teaching units of the 2^nd Quadrimester

Industrial automation (3 ECTS)

• GRAFCET and programmable logic controllers
• Tutorials on PLC (workshops)

Cybersécurité 2 (2 ECTS)

• Projet en cybersécurité (CSC)
• Sécurité des systèmes

Preparation of professional environment (1 ECTS)

• Preparation of professional environment

Programmation scientifique (2 ECTS)

• Programmation scientifique

Data protection (2 ECTS)

• Data computer management
• Personal data protection

Techniques de programmation avancées 4 (3 ECTS)

• Données semi-structurées
• Techniques de programmation avancées 4

Specific course units : - Networks and Security

Parallel architectures (2 ECTS)

• Parallelism: labs
• Parallelism: theory

Supplements in Big Data (2 ECTS)

• Supplements in Big Data

High performance computing (4 ECTS)

• Architecture des systèmes et calcul distribué

Artificial intelligence (2 ECTS)

• Artificial Intelligence
• Machine learning

Signal processing 3 (3 ECTS)

• Digital systems and signals
• Tutorials on simulation tools (workshops)

Teaching units of the year

Projects, design offices and seminars 2 (4 ECTS)

• Planning and organisation of an event project

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Lesson grid : Master block 2 (2024-2025)

Teaching units of the 1^st Quadrimester

Managerial skills (1 ECTS)

• Managerial skills

International management and Human resources (3 ECTS)

• Contemporary management pillars
• Human resources management
• International management

Combinatorial optimization (5 ECTS)

• Combinatorial optimization: project
• Combinatorial optimization: project

Environmental issues (2 ECTS)

• Green IT
• CO2 issue and carbon footprint

Entrepreneurial and management project (4 ECTS)

• Intercultural communication
• Entrepreneurial project

Seminar on management simulation (4 ECTS)

• Preparation for management simulation
• Seminar on management simulation

Systèmes temps réel et programmables (3 ECTS)

• Programmable components
• Systèmes temps réel

Specific course units : - Networks and Security

Compléments en Machine learning (5 ECTS)

• Machine learning et Deep learning
• Projet en Machine learning

Computer vision (2 ECTS)

• Computer vision

Natural language processing (1 ECTS)

• Natural language processing

Teaching units of the 2^nd Quadrimester

Teaching units of the year

End of studies project in a company (30 ECTS)

• Work placements (min. 13 weeks)
• Final dissertation

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Lesson grid : Master block 0 (2024-2025)

Teaching units of the 1^st Quadrimester

Automation 1 (5 ECTS)

• Control of industrial systems
• Operational calculus and modelling

Communication and languages (2 ECTS)

• Communication and languages: English 3

Fluid machines (2 ECTS)

• Fluid machines

Operating systems (4 ECTS)

• Operating systems

Techniques of industrial measurements (2 ECTS)

• Industrial sensors: labs
• Industrial sensors: theory

Signal processing 2 (3 ECTS)

• Frequency analysis of signals
• Analogue signals filtering

Group of course units specific to bridge programmes

Refresher course: mathematics (3 ECTS)

• Mathematics applied to computer science

Refresher course: fluid mechanics (3 ECTS)

• Fluid mechanics

Specific course units : Bridge in computer science

Applied electronics (3 ECTS)

• Microcontroller programming
• Applied electronics project

Teaching units of the 2^nd Quadrimester

Parallel architectures (2 ECTS)

• Parallelism: labs
• Parallelism: theory

Automation 2 (2 ECTS)

• Linear systems studies: labs
• System control: labs

Artificial intelligence (2 ECTS)

• Artificial Intelligence
• Machine learning

Fluid machines labs (1 ECTS)

• Fluid machines labs

Refresher course: thermodynamics (3 ECTS)

• Thermodynamics: theory
• Thermodynamics: practical work

Modern physics (2 ECTS)

• Nuclear physics

Advanced programming techniques 1 (5 ECTS)

• Video game programming
• Object-oriented programming

Signal processing 3 (3 ECTS)

• Digital systems and signals
• Tutorials on simulation tools (workshops)

Group of course units specific to bridge programmes

Electrotechnique et électronique (4 ECTS)

• Electrical engineering: labs
• Electrical machines and networks

Specific course units : Bridge in computer science

Programmable components (2 ECTS)

• Programmable components

Refresher course: electricity (3 ECTS)

• Electricity

Teaching units of the year

Projects, design offices and seminars 1 (4 ECTS)

• Involvement in the organisation of an event project

---

Lesson grid : Master block 0 (2024-2025)

Teaching units of the 1^st Quadrimester

Automation 1 (5 ECTS)

• Control of industrial systems
• Operational calculus and modelling

Communication and languages (2 ECTS)

• Communication and languages: English 3

Fluid machines (2 ECTS)

• Fluid machines

Operating systems (4 ECTS)

• Operating systems

Techniques of industrial measurements (2 ECTS)

• Industrial sensors: labs
• Industrial sensors: theory

Signal processing 2 (3 ECTS)

• Frequency analysis of signals
• Analogue signals filtering

Group of course units specific to bridge programmes

Refresher course: mathematics (3 ECTS)

• Mathematics applied to computer science

Refresher course: fluid mechanics (3 ECTS)

• Fluid mechanics

Specific course units : Bridge in electronics

Computer systems and networks 1 (3 ECTS)

• Network topology and architecture
• Network protocols

Information processing (4 ECTS)

• Relational databases: labs
• Relational databases: theory and exercises
• Data structure

Teaching units of the 2^nd Quadrimester

Parallel architectures (2 ECTS)

• Parallelism: labs
• Parallelism: theory

Automation 2 (2 ECTS)

• Linear systems studies: labs
• System control: labs

Artificial intelligence (2 ECTS)

• Artificial Intelligence
• Machine learning

Fluid machines labs (1 ECTS)

• Fluid machines labs

Refresher course: thermodynamics (3 ECTS)

• Thermodynamics: theory
• Thermodynamics: practical work

Modern physics (2 ECTS)

• Nuclear physics

Advanced programming techniques 1 (5 ECTS)

• Video game programming
• Object-oriented programming

Signal processing 3 (3 ECTS)

• Digital systems and signals
• Tutorials on simulation tools (workshops)

Group of course units specific to bridge programmes

Electrotechnique et électronique (4 ECTS)

• Electrical engineering: labs
• Electrical machines and networks

Specific course units : Bridge in electronics

Computer systems and networks 2 (2 ECTS)

• Architecture and routing: labs
• Architecture and routing: simulator
• Introduction to Cisco IOS

Teaching units of the year

Projects, design offices and seminars 1 (4 ECTS)

• Involvement in the organisation of an event project

---

Lesson grid : Master block 1 (2024-2025)

Teaching units of the 1^st Quadrimester

Advanced databases (4 ECTS)

• Server architectures
• Relational databases: advanced course
• Big Data and NoSQL systems

Cybersecurity 1 (2 ECTS)

• Advanced coding
• Cryptologie

Embedded computing (4 ECTS)

• Communication protocols and interfaces
• Embedded systems equipped with operating systems

Language (2 ECTS)

• English

Project Management (1 ECTS)

• Project Management

Operations research (3 ECTS)

• Project planning and linear programming
• ROP tutorials (workshops)

Techniques de programmation avancées 3 (4 ECTS)

• Techniques de programmation avancées 3

Specific course units : - Networks and Security - Bridge

Business intelligence (2 ECTS)

• Data retrieval and analysis
• OLAP and reporting

Infrastructures centralisées (4 ECTS)

• Infrastructures centralisées

The company: context, structure and issues (2 ECTS)

• Economics
• Structural organisation of businesses
• Business strategies

Refresher course: chemistry (3 ECTS)

• Chemistry

Teaching units of the 2^nd Quadrimester

Industrial automation (3 ECTS)

• GRAFCET and programmable logic controllers
• Tutorials on PLC (workshops)

Cybersécurité 2 (2 ECTS)

• Projet en cybersécurité (CSC)
• Sécurité des systèmes

Preparation of professional environment (1 ECTS)

• Preparation of professional environment

Programmation scientifique (2 ECTS)

• Programmation scientifique

Data protection (2 ECTS)

• Data computer management
• Personal data protection

Techniques de programmation avancées 4 (3 ECTS)

• Données semi-structurées
• Techniques de programmation avancées 4

Specific course units : - Networks and Security - Bridge

Supplements in Big Data (2 ECTS)

• Supplements in Big Data

High performance computing (4 ECTS)

• Architecture des systèmes et calcul distribué

Refresher course: materials science (3 ECTS)

• Resistance of materials

Teaching units of the year

Projects, design offices and seminars 2 (4 ECTS)

• Planning and organisation of an event project

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Études d'ingénieur informaticien spécialisé en intelligence artificielle et Big Data

Les ingénieurs informaticiens possèdent un vaste bagage en informatique. Ils se spécialisent dans la conception, la maintenance et le développement des systèmes et des produits. Ils sont généralement responsables de l’élaboration et de la gestion des projets à grande échelle où la sécurité du public, ainsi que la maintenance et l’évolution des systèmes, sont d’une importance primordiale.

Outre l’orientation en Intelligence Artificielle & Big Data, cette formation est également disponible avec une orientation en Automation & Systèmes Embarqués.

La formation générale commune aux deux orientations est articulée autour de quatre axes :

• l’informatique spécialisée qui comprend les architectures serveur, la programmation, les bases de données relationnelles, le Big Data, la cryptographie, etc.;
• l’ingénierie informatique (génie logiciel, conduite de projets informatiques, l'algorithmique, recherche opérationnelle et planification) ;
• le contrôle des systèmes industriels et processus temps réel (automates, machines parallèles, noyaux temps réel, etc. ) ;
• les réseaux informatiques (matériels, logiciels, gestion, supervision) et la sécurité.

L’option Intelligence Artificielle & Big Data aborde spécifiquement des matières comme :

• l'informatique décisionnelle ainsi que des compléments en Big Data ;
• le cloud computing et le calcul haute performance ;
• des compléments en Machine Learning comme le Deep Learning ;
• et des technologies permettant de renfocer les capacités de traitement des intelligences artificielles.

Si vous êtes déjà titulaire d'un diplôme de type court en informatique & systèmes, électronique ou électro-mécanique, nous organisons des passerelles vers les formations de Master en sciences de l'ingénieur industriel en Informatique. Vous aurez directement accès aux années de Master auxquelles viennent s'ajouter des unités d'enseignements complémentaires .

Consulter la brochure PDF

Profil d'enseignement

L'équipe pédagogique de la section Ingénieur en informatique

Podcast

Envie d'en savoir plus sur cette formation ? Écoute notre podcast de section avec interview d'étudiants et du coordinateur, M. Cremer.

L'équipe pédagogique de la section Master ingénieur en informatique

Les emplois les plus souvent exercés

• Architecte logiciel,
• Consultant système d’information,
• Chef de projet ou coordinateur de projet,
• Ingénieur en automation,
• Ingénieur BI (Business Intelligence),
• DBA (Database Administrator),
• Ingénieur recherche et développement,
• Ingénieur en système embarquée,
• Ingénieur en cybersécurité,
• Ingénieur qualité,
• Responsable d’exploitation,
• Analyste,
• Ingénieur test et validation,
• etc.

Observatoire des métiers

Résultats statistiques à propos des débouchés, sur base d'enquêtes auprès de nos diplômés.