Vue bloc
- Organisation
- Théorie
- Pratique
- Autres
- Crédits
Bloc 1
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.
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |
|---|---|---|---|---|---|---|---|
| INFO0085-1 | Compilers (anglais) - [75h Projet]
Corequis
| Q2 | 25 | - | [+] | 5 | |
| ELEN0062-1 | Introduction to machine learning (anglais) - [40h Projet] | Q1 | 30 | 5 | [+] | 5 | |
| INFO0016-1 | Introduction to the theory of computation (anglais) | Q1 | 26 | 26 | - | 5 | |
| ELEN0060-2 | Information and coding theory (anglais) - [30h Projet] | Q2 | 30 | 15 | [+] | 5 | |
| PROJ0010-1 | Software project engineering and management (anglais) - [280h Projet]
Prérequis
Corequis
| TA | 20 | - | [+] | 10 |
Optional courses
Choose one focus among the three below :
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |
|---|---|---|---|---|---|---|---|
| For students who have begun this focus before 2018-2019 | |||||||
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Students choosing this focus shall select, in addition to 10 credits of compulsory courses, 55 credits of elective courses inside or outside the focus. However, for his/her whole master program (block 1 and block 2), a total of 20 credits of options must be taken inside the focus. The regulation allows students to choose elective courses during the block of their choice, in accordance with the prerequisites and co-requisites. Students must also be attentive to schedule constraints. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Compulsory courses |
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| INFO0031-1 | Network Engineering (anglais) - [12h Laboratoire, 30h Projet]
Corequis
| Q2 | 30 | - | [+] | 5 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| INFO0045-3 | Introduction to computer security (anglais) - [8h Laboratoire, 30h Projet]
Corequis
| Q1 | 30 | 10 | [+] | 5 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Choose 5 credits in the following list :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 |
INFO0056-1 | Securing Networks (anglais) - [12h Laboratoire, 30h Projet] (années paires)
| Corequis
Q2 | 30 | - | [+] | 5 |
ELEN0002-2 | Introduction to audio and video techniques (anglais) - [8h Laboratoire]
| Q1 | 30 | 22 | [+] | 5 |
INFO0939-1 | High performance scientific computing (anglais) - [20h Projet]
| Q1 | 30 | 15 | [+] | 5 |
INFO8002-1 | Large-scale data systems (anglais) - [45h Projet]
| Q1 | 25 | 10 | [+] | 5 |
INFO8012-1 | Digital Forensics (anglais) - [12h Laboratoire, 30h Projet] (années paires)
| Prérequis
Corequis
Q2 | 30 | - | [+] | 5 |
INFO8011-1 | Network infrastructures (anglais) - [12h Laboratoire, 30h Projet] (années impaires)
| Corequis
Q1 | 30 | - | [+] | 5 |
INFO8013-1 | Advanced Computer Security (anglais) - [12h Laboratoire, 30h Projet] (années impaires)
| Prérequis
Q2 | 30 | - | [+] | 5 |
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| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Students choosing this focus shall select, in addition to 5 credits of compulsory courses, 60 credits of elective courses inside oroutside the focus. However, for his/her whole master program (block 1 and block 2), a total of 25 credits of options must be taken inside the focus. The regulation allows students to choose elective courses during the block of their choice, in accordance with the prerequisites and co-requisites. Students must also be attentive to schedule constraints. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Compulsory courses |
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| INFO8010-1 | Deep learning (anglais) - [45h Projet] | Q2 | 30 | 5 | [+] | 5 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |
|---|---|---|---|---|---|---|---|
| Students choosing this focus shall select, in addition to 27 credits of compulsory courses, 38 credits of elective courses inside or outside the focus. One of the 3 language courses belonging to the focus must necessarily be chosen as an option in either block 1 or block 2, for 3 credits. The regulation allows students to choose elective courses during the block of their choice, in accordance with the prerequisites and co-requisites. Students must also be attentive to schedule constraints. | |||||||
| 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 | Q2 | 45 | - | - | 5 | |
| ECON2259-1 | Microéconomie et économie industrielle | Q2 | 40 | 15 | - | 5 | |
| LOGI0010-1 | Supply Chain Management (anglais) | Q2 | 45 | - | - | 5 | |
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |
|---|---|---|---|---|---|---|---|
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 in computer science, or unless the corresponding knowledge and skills have been acquired previously (Are involved in these courses bachelors in "Informatique de gestion" and "Informatique et systèmes who must take these courses during the block 1"). |
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| MATH0500-1 | Introduction à l'algorithmique numérique - [6h Laboratoire, 45h Projet] | Q1 | 24 | 14 | [+] | 5 | |
| INFO2050-1 | Programmation avancée - [40h Projet]
Pierre Geurts - Suppl : Pascal Fontaine
| Q1 | 25 | 20 | [+] | 5 | |
| INFO0010-4 | Introduction to computer networking (anglais) - [12h Laboratoire, 40h Projet] | 35 | 2 | [+] | 5 | ||
| INFO0012-2 | Computation structures (anglais) - [40h Projet] | Q1 | 26 | 26 | [+] | 5 | |
| INFO0940-1 | Operating systems (anglais) - [30h Projet] | Q2 | 30 | 6 | [+] | 5 | |
| INFO8006-1 | Introduction to artificial intelligence (anglais) - [45h Projet] | Q1 | 25 | 10 | [+] | 5 | |
| [...] | With the agreement of the jury, choose 5 credits in any course programme of the University : | 5 | |||||
Computer systems security |
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| INFO0031-1 | Network Engineering (anglais) - [12h Laboratoire, 30h Projet] | Q2 | 30 | - | [+] | 5 | |
| INFO0045-3 | Introduction to computer security (anglais) - [8h Laboratoire, 30h Projet]
Corequis
| Q1 | 30 | 10 | [+] | 5 | |
| INFO0056-1 | Securing Networks (anglais) - [12h Laboratoire, 30h Projet] (années paires)
Corequis
| Q2 | 30 | - | [+] | 5 | |
| ELEN0002-2 | Introduction to audio and video techniques (anglais) - [8h Laboratoire] | Q1 | 30 | 22 | [+] | 5 | |
| INFO0939-1 | High performance scientific computing (anglais) - [20h Projet] | Q1 | 30 | 15 | [+] | 5 | |
| INFO8002-1 | Large-scale data systems (anglais) - [45h Projet] | Q1 | 25 | 10 | [+] | 5 | |
| INFO8012-1 | Digital Forensics (anglais) - [12h Laboratoire, 30h Projet] (années paires)
Prérequis
Corequis
| Q2 | 30 | - | [+] | 5 | |
| INFO8011-1 | Network infrastructures (anglais) - [12h Laboratoire, 30h Projet] (années impaires)
Corequis
| Q1 | 30 | - | [+] | 5 | |
| INFO8013-1 | Advanced Computer Security (anglais) - [12h Laboratoire, 30h Projet] (années impaires)
Prérequis
| Q2 | 30 | - | [+] | 5 | |
Intelligent Systems |
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| INFO8010-1 | Deep learning (anglais) - [45h Projet]
Corequis
| Q2 | 30 | 5 | [+] | 5 | |
| ELEN0016-2 | Computer vision (anglais) - [50h Projet] | Q1 | 30 | 10 | [+] | 5 | |
| INFO0948-2 | Introduction to intelligent robotics (anglais) - [80h Projet]
Corequis
| Q2 | 30 | 4 | [+] | 5 | |
| INFO0051-1 | Logic (anglais) - [10h Projet] | Q1 | 25 | 25 | [+] | 5 | |
| INFO0049-1 | Knowledge representation (anglais) - [50h Projet]
Corequis
| Q2 | 28 | 4 | [+] | 5 | |
| INFO2049-1 | Web and Text Analytics (anglais)
Corequis
| Q1 | 30 | - | - | 5 | |
| GBIO0002-1 | Genetics and bioinformatics (anglais) - [15h Projet] | Q1 | 30 | 15 | [+] | 5 | |
| INFO8004-1 | Advanced Machine learning (anglais) - [45h Projet] | Q2 | 30 | 5 | [+] | 5 | |
| INFO8005-1 | Semantic Data (anglais) - [45h Projet] | Q2 | 25 | 10 | [+] | 5 | |
| INFO0050-1 | Constraint programming projects (anglais) - [80h Projet]
Prérequis
| TA | 15 | 10 | [+] | 5 | |
Other optional courses |
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| 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 | Concurrent system verification and temporal logic (anglais) - [20h Projet]
Prérequis
| Q2 | 30 | 10 | [+] | 5 | |
| MECA0524-1 | CAD & Geometric Algorithms - [60h Projet] | Q1 | 20 | 20 | [+] | 5 | |
| ELEN0019-2 | Audio signal processing : principles and experiments (anglais) - [24h Laboratoire, 30h Projet] | Q2 | 5 | - | [+] | 5 | |
| 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]
Corequis
| Q2 | 30 | 20 | [+] | 5 | |
| GBIO0030-1 | Computational approaches to statistical genetics (anglais) - [35h Projet]
Prérequis
| Q2 | 25 | 15 | [+] | 5 | |
| GBIO0031-1 | Learning from genomic data (anglais) - [150h Projet]
Prérequis
| Q2 | - | - | [+] | 5 | |
| INGE0012-1 | Scientific research in engineering and its impact on innovation (anglais) | Q2 | 26 | 26 | - | 5 | |
Bloc 2
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.
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |
|---|---|---|---|---|---|---|---|
| ATFE0002-1 | Master thesis (anglais) - [750h Projet]
Collégialité, Laurent Mathy
| TA | - | - | [+] | 25 |
Optional courses
Choose one focus among the three below :
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Choose 15 credits in the following list :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 |
INFO0056-1 | Securing Networks (anglais) - [12h Laboratoire, 30h Projet] (années paires)
| Corequis
Q2 | 30 | - | [+] | 5 |
ELEN0002-2 | Introduction to audio and video techniques (anglais) - [8h Laboratoire]
| Q1 | 30 | 22 | [+] | 5 |
INFO0939-1 | High performance scientific computing (anglais) - [20h Projet]
| Q1 | 30 | 15 | [+] | 5 |
INFO8002-1 | Large-scale data systems (anglais) - [45h Projet]
| Q1 | 25 | 10 | [+] | 5 |
INFO8012-1 | Digital Forensics (anglais) - [12h Laboratoire, 30h Projet] (années paires)
| Prérequis
Corequis
Q2 | 30 | - | [+] | 5 |
INFO8011-1 | Network infrastructures (anglais) - [12h Laboratoire, 30h Projet] (années impaires)
| Corequis
Q1 | 30 | - | [+] | 5 |
INFO8013-1 | Advanced Computer Security (anglais) - [12h Laboratoire, 30h Projet] (années impaires)
| Prérequis
Q2 | 30 | - | [+] | 5 |
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| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |||||||||||||||||||||||||||||||||
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Compulsory courses |
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| ERAS0011-1 | Business Simulation (anglais) - [50h Travaux dirigés] | Q1 | - | - | [+] | 2 | |||||||||||||||||||||||||||||||||
| GRHO0001-4 | Gestion stratégique des ressources humaines | Q1 | 45 | - | - | 5 | |||||||||||||||||||||||||||||||||
| DROI2003-2 | Gestion juridique générale de l'entreprise | Q2 | 5 | ||||||||||||||||||||||||||||||||||||
| Droit des sociétés | 25 | - | - | ||||||||||||||||||||||||||||||||||||
| Droit fiscal - [5h Conférence] | 25 | - | [+] | ||||||||||||||||||||||||||||||||||||
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| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |
|---|---|---|---|---|---|---|---|
| [...] | With the agreement of the jury, choose 5 credits in any course programme of the University : | 5 | |||||
Computer systems security |
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| INFO0031-1 | Network Engineering (anglais) - [12h Laboratoire, 30h Projet] | Q2 | 30 | - | [+] | 5 | |
| INFO0045-3 | Introduction to computer security (anglais) - [8h Laboratoire, 30h Projet]
Corequis
| Q1 | 30 | 10 | [+] | 5 | |
| INFO0056-1 | Securing Networks (anglais) - [12h Laboratoire, 30h Projet] (années paires)
Corequis
| Q2 | 30 | - | [+] | 5 | |
| ELEN0002-2 | Introduction to audio and video techniques (anglais) - [8h Laboratoire] | Q1 | 30 | 22 | [+] | 5 | |
| INFO0939-1 | High performance scientific computing (anglais) - [20h Projet] | Q1 | 30 | 15 | [+] | 5 | |
| INFO8002-1 | Large-scale data systems (anglais) - [45h Projet] | Q1 | 25 | 10 | [+] | 5 | |
| INFO8012-1 | Digital Forensics (anglais) - [12h Laboratoire, 30h Projet] (années paires)
Prérequis
Corequis
| Q2 | 30 | - | [+] | 5 | |
| INFO8011-1 | Network infrastructures (anglais) - [12h Laboratoire, 30h Projet] (années impaires)
Corequis
| Q1 | 30 | - | [+] | 5 | |
| INFO8013-1 | Advanced Computer Security (anglais) - [12h Laboratoire, 30h Projet] (années impaires)
Prérequis
| Q2 | 30 | - | [+] | 5 | |
Intelligent Systems |
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| INFO8010-1 | Deep learning (anglais) - [45h Projet]
Corequis
| Q2 | 30 | 5 | [+] | 5 | |
| ELEN0016-2 | Computer vision (anglais) - [50h Projet] | Q1 | 30 | 10 | [+] | 5 | |
| INFO0948-2 | Introduction to intelligent robotics (anglais) - [80h Projet]
Corequis
| Q2 | 30 | 4 | [+] | 5 | |
| INFO0051-1 | Logic (anglais) - [10h Projet] | Q1 | 25 | 25 | [+] | 5 | |
| INFO0049-1 | Knowledge representation (anglais) - [50h Projet]
Corequis
| Q2 | 28 | 4 | [+] | 5 | |
| INFO2049-1 | Web and Text Analytics (anglais)
Corequis
| Q1 | 30 | - | - | 5 | |
| GBIO0002-1 | Genetics and bioinformatics (anglais) - [15h Projet] | Q1 | 30 | 15 | [+] | 5 | |
| INFO8004-1 | Advanced Machine learning (anglais) - [45h Projet] | Q2 | 30 | 5 | [+] | 5 | |
| INFO8005-1 | Semantic Data (anglais) - [45h Projet] | Q2 | 25 | 10 | [+] | 5 | |
| INFO0050-1 | Constraint programming projects (anglais) - [80h Projet]
Prérequis
| TA | 15 | 10 | [+] | 5 | |
Other optional courses |
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| 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 | Concurrent system verification and temporal logic (anglais) - [20h Projet]
Prérequis
| Q2 | 30 | 10 | [+] | 5 | |
| MECA0524-1 | CAD & Geometric Algorithms - [60h Projet] | Q1 | 20 | 20 | [+] | 5 | |
| ELEN0019-2 | Audio signal processing : principles and experiments (anglais) - [24h Laboratoire, 30h Projet] | Q2 | 5 | - | [+] | 5 | |
| 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]
Corequis
| Q2 | 30 | 20 | [+] | 5 | |
| GBIO0030-1 | Computational approaches to statistical genetics (anglais) - [35h Projet]
Prérequis
| Q2 | 25 | 15 | [+] | 5 | |
| GBIO0031-1 | Learning from genomic data (anglais) - [150h Projet]
Prérequis
| Q2 | - | - | [+] | 5 | |
| INGE0012-1 | Scientific research in engineering and its impact on innovation (anglais) | Q2 | 26 | 26 | - | 5 | |
Internships and projects (maximum 15 credits) |
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| ASTG9005-1 | Research Internship (anglais) - [300h Projet] | TA | - | - | [+] | 10 | |
| ASTG0021-1 | Technical company internship (anglais) - [300h Projet] | TA | - | - | [+] | 10 | |
| Remarque : the two company internships are mutually exclusive | |||||||
| PROJ0011-1 | Personal student project (anglais) - [150h Projet]
Bernard Boigelot, Collégialité
| TA | - | - | [+] | 5 | |
Bloc d'aménagement du programme de l'année
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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Students that are admitted to the master of science in Computer Science without having obtained a degree of bachelor in Computer Science must add to their programme the following list of courses, to be taken in the first year of the master. |
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Optional courses
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