Vue cycle
- Bloc
- Organisation
- Théorie
- Pratique
- Autres
- Crédits
Depending on your track record or your professional/research focus, some prerequisites/corequisites of your first year program might appear in bloc 2. You are therefore invited to go through the list of courses suggested in bloc 2 even if you enroll for the first time in this master program.
To complete their curriculum, students must earn or validate the 65 credits of the compulsory courses (including the master thesis), choose 30 credits from one of the three professional foci and take 25 credits of optional courses.
Ideally, students enrolling in the master program should have acquired the skills and knowledge corresponding to the 40 credits in "Computer science" offered as part of the bachelor program in engineering.
Ideally, students enrolling in the master program should have acquired the skills and knowledge corresponding to the 40 credits in "Computer science" offered as part of the bachelor program in engineering.
| Code | Détails | Bloc | Organisation | Théorie | Pratique | Autres | Crédits |
|---|---|---|---|---|---|---|---|
| INFO0085-1 | Compilers (anglais) - [75h Projet]
Corequis
| B1 | Q2 | 25 | - | [+] | 5 |
| ELEN0062-1 | Introduction to machine learning (anglais) - [40h Projet] | B1 | Q1 | 30 | 5 | [+] | 5 |
| INFO0016-1 | Introduction to the theory of computation (anglais) | B1 | Q1 | 26 | 26 | - | 5 |
| INFO0940-1 | Operating systems (anglais) - [30h Projet]
Prérequis
Corequis
| B1 | Q2 | 30 | 6 | [+] | 5 |
| ELEN0060-2 | Information and coding theory (anglais) - [30h Projet] | B1 | Q2 | 30 | 15 | [+] | 5 |
| GEST3162-1 | Principles of management (anglais) - [25h Projet] | B1 | Q1 | 30 | - | [+] | 5 |
| PROJ0010-1 | Software project engineering and management (anglais) - [280h Projet]
Prérequis
Corequis
| B1 | TA | 20 | - | [+] | 10 |
| ATFE0015-1 | Master thesis (anglais) - [750h Projet]
Collégialité, Laurent Mathy
| B2 | TA | - | - | [+] | 25 |
Optional courses
- B1
- 20Cr
- B2
- 35Cr
Students will choose one of the focus below and will carry it on during the second bloc
- B1
- 15Cr
- B2
- 15Cr
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Compulsory courses |
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| INFO0031-1 | Network Engineering (anglais) - [12h Laboratoire, 30h Projet]
Corequis
| B1 | Q2 | 30 | - | [+] | 5 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| INFO0045-3 | Introduction to computer security (anglais) - [10h Laboratoire, 30h Projet]
Corequis
| B1 | Q1 | 30 | 6 | [+] | 5 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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Compulsory courses |
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| INFO8010-1 | Deep learning (anglais) - [55h Projet] | B1 | Q2 | 25 | 10 | [+] | 5 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| SYST0003-1 | Linear control systems (anglais) | B1 | Q1 | 5 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Theory | 26 | 6 | - | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Control system design in time domain and frequency domain - [6h Laboratoire] | - | 20 | [+] | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Code | Détails | Bloc | Organisation | Théorie | Pratique | Autres | Crédits | ||||||||||||||||||||||||||||||||
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| Registration to this focus only with a file (contact : C. Puit) |
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Compulsory courses |
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| FINA0001-1 | Analyse des états financiers et financement de l'entreprise | B1 | Q2 | 45 | - | - | 5 | ||||||||||||||||||||||||||||||||
| FINA0017-1 | Comptabilité générale (hd) | B1 | Q1 | 30 | 15 | - | 5 | ||||||||||||||||||||||||||||||||
| LOGI0010-1 | Supply Chain Management (anglais) | B1 | Q2 | 45 | - | - | 5 | ||||||||||||||||||||||||||||||||
| ERAS0011-1 | Business Simulation (anglais) - [50h Travaux dirigés] | B2 | Q1 | - | - | [+] | 2 | ||||||||||||||||||||||||||||||||
| GRHO0001-4 | Gestion stratégique des ressources humaines | B2 | Q1 | 45 | - | - | 5 | ||||||||||||||||||||||||||||||||
| DROI2003-2 | Gestion juridique générale de l'entreprise | B2 | Q2 | 5 | |||||||||||||||||||||||||||||||||||
| Droit des sociétés | 25 | - | - | ||||||||||||||||||||||||||||||||||||
| Droit fiscal - [5h Conférence] | 25 | - | [+] | ||||||||||||||||||||||||||||||||||||
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| Code | Détails | Bloc | Organisation | Théorie | Pratique | Autres | Crédits |
|---|---|---|---|---|---|---|---|
Optional courses outside the focus |
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Computer Science foundation courses The following courses are corequisite to some compulsory courses of the master program. They must be taken as a priority, unless they were already taken as part of the bachelor of science in engineering, or unless the corresponding knowledge and skills have been acquired previously. |
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| INFO0902-1 | Structures des données et algorithmes - [40h Projet] | B1 | Q2 | 26 | 20 | [+] | 5 |
| INFO0010-4 | Introduction to computer networking (anglais) - [12h Laboratoire, 40h Projet] | B1 | Q1 | 35 | 2 | [+] | 5 |
| INFO0012-2 | Computation structures (anglais) - [40h Projet] | B1 | Q1 | 26 | 26 | [+] | 5 |
| INFO0062-1 | Object-oriented programming (anglais) - [20h Projet] | B1 | Q2 | 25 | 20 | [+] | 5 |
| INFO9012-1 | Parallel Programming (anglais) | B1 | Q2 | 25 | 25 | - | 5 |
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| INFO0031-1 | Network Engineering (anglais) - [12h Laboratoire, 30h Projet] | - | Q2 | 30 | - | [+] | 5 |
| INFO0045-3 | Introduction to computer security (anglais) - [10h Laboratoire, 30h Projet]
Corequis
| - | Q1 | 30 | 6 | [+] | 5 |
| INFO0056-1 | Securing Networks (anglais) - [12h Laboratoire, 30h Projet] (années paires, organisé en 2022-2023)
Corequis
| - | Q2 | 30 | - | [+] | 5 |
| INFO0939-1 | High performance scientific computing (anglais) - [20h Projet]
Christophe Geuzaine - Suppl : David Colignon
| - | Q1 | 30 | 15 | [+] | 5 |
| INFO8002-1 | Large-scale data systems (anglais) - [45h Projet] (années impaires, pas organisé en 2022-2023) | - | Q1 | 25 | 10 | [+] | 5 |
| INFO8012-1 | Digital Forensics (anglais) - [12h Laboratoire, 30h Projet] (années paires, organisé en 2022-2023)
Prérequis
Corequis
| - | Q2 | 30 | - | [+] | 5 |
| INFO8011-1 | Network infrastructures (anglais) - [8h Laboratoire, 30h Projet]
Corequis
| - | Q1 | 30 | - | [+] | 5 |
| INFO8013-1 | Advanced Computer Security (anglais) - [20h Laboratoire, 30h Projet] (années impaires, pas organisé en 2022-2023)
Corequis
| - | Q1 | 20 | - | [+] | 5 |
Intelligent Systems |
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| INFO8010-1 | Deep learning (anglais) - [55h Projet]
Corequis
| - | Q2 | 25 | 10 | [+] | 5 |
| ELEN0016-2 | Computer vision (anglais) - [50h Projet] | - | Q1 | 30 | 10 | [+] | 5 |
| INFO9015-1 | Logic for Computer Science (anglais) | - | Q1 | 24 | 20 | - | 5 |
| INFO0948-2 | Introduction to intelligent robotics (anglais) - [80h Projet]
Corequis
| - | Q2 | 30 | 4 | [+] | 5 |
| INFO2049-1 | Web and Text Analytics (anglais) | - | Q1 | 30 | - | - | 5 |
| GBIO0002-1 | Genetics and bioinformatics (anglais) - [15h Projet] | - | Q1 | 30 | 15 | [+] | 5 |
| INFO8003-1 | Optimal decision making for complex problems (anglais) - [45h Projet] | - | Q2 | 25 | 10 | [+] | 5 |
| INFO8004-1 | Advanced Machine learning (anglais) - [45h Projet]
Corequis
| - | Q2 | 25 | - | [+] | 5 |
| INFO8006-1 | Introduction to artificial intelligence (anglais) - [45h Projet] | - | Q1 | 25 | 20 | [+] | 5 |
| INFO9014-1 | Knowledge representation and reasoning (anglais)
Corequis
| - | Q2 | 24 | 20 | - | 5 |
Other optional courses |
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| INFO9015-1 | Logic for Computer Science (anglais) | - | Q1 | 24 | 20 | - | 5 |
| INFO9016-1 | Advanced Databases (anglais) | - | Q2 | 24 | 20 | - | 5 |
| INFO0064-2 | Embedded systems (anglais) | - | Q1 | 25 | 20 | - | 3 |
| INFO2055-1 | Embedded systems project (anglais) - [60h Projet]
Corequis
| - | Q2 | - | - | [+] | 2 |
| INFO2051-1 | Object-oriented programming on mobile devices (anglais) - [90h Projet] | - | Q1 | 15 | 10 | [+] | 5 |
| INFO0060-1 | Introduction to computer systems verification (anglais) - [20h Projet]
Corequis
| - | Q2 | 20 | 20 | [+] | 5 |
| INFO0027-2 | Programming techniques (anglais) | - | Q2 | 5 | |||
| Algorithmics - [40h Projet] | 14 | 14 | [+] | ||||
| Software patterns - [30h Projet] | 10 | 10 | [+] | ||||
| GBIO0009-1 | Topics in bioinformatics (anglais) - [35h Projet]
Prérequis
| - | Q1 | 25 | 15 | [+] | 5 |
| MATH0461-2 | Introduction to numerical optimization (anglais) - [25h Projet] | - | Q1 | 30 | 20 | [+] | 5 |
| MATH0462-1 | Discrete optimization (anglais) - [25h Projet] | - | Q2 | 30 | 20 | [+] | 5 |
| GBIO0030-1 | Computational approaches to statistical genetics (anglais) - [35h Projet]
Prérequis
| - | Q2 | 25 | 15 | [+] | 5 |
| INGE0012-1 | (pas organisé en 2022-2023) Scientific research in engineering and its impact on innovation (anglais) | - | Q2 | 26 | 26 | - | 5 |
| MECA0524-1 | CAD & Geometric Algorithms - [60h Projet] | - | Q1 | 20 | 20 | [+] | 5 |
| INFO0004-2 | Object-oriented programming projects (anglais) - [90h Projet] | - | Q2 | 20 | - | [+] | 5 |
| GBIO0031-1 | Learning from genomic data (anglais) - [150h Projet] | - | Q2 | - | - | [+] | 5 |
| [...] | With the agreement of the jury, choose 5 credits in any course programme of the University | - | |||||
Internships and projects (maximum 15 credits) |
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| ASTG9005-1 | Research Internship (anglais) - [300h Projet] | B2 | TA | - | - | [+] | 10 |
| ASTG0021-1 | Technical company internship (anglais) - [300h Projet] | B2 | TA | - | - | [+] | 10 |
| Remarque : the two company internships are mutually exclusive | |||||||
| PROJ0011-1 | Personal student project (anglais) - [150h Projet]
Bernard Boigelot, Collégialité
| - | TA | - | - | [+] | 5 |
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