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.
Students choosing this focus shall select, in addition to 5 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 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.
Code | Détails | Bloc | Organisation | Théorie | Pratique | Autres | Crédits |
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INFO8010-1 | Deep learning (anglais) - [60h Projet] | B1 | Q2 | 30 | - | [+] | 5 |
Code | Détails | Bloc | Organisation | Théorie | Pratique | Autres | Crédits |
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ELEN0016-2 | Computer vision (anglais) - [50h Projet] | - | Q1 | 30 | 10 | [+] | 5 |
INFO0948-2 | Introduction to intelligent robotics (anglais) - [80h Projet] | - | 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 |
DROI1357-1 | European law, (big) data and artificial intelligence applications seminar (anglais) | - | Q1 | 24 | - | - | 5 |
INFO8003-1 | Reinforcement learning (anglais) - [45h Projet] | - | Q2 | 25 | 10 | [+] | 5 |
INFO8004-1 | Advanced Machine learning (anglais) - [20h Projet] | - | Q2 | 25 | - | [+] | 5 |
INFO9014-1 | Knowledge representation and reasoning (anglais) - [45h Projet]
Corequis
| - | Q2 | 24 | 20 | [+] | 5 |
INFO9023-1 | Machine Learning Systems Design (anglais) - [17h Laboratoire, 18h Projet]
Corequis
| - | Q2 | 17 | - | [+] | 5 |
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 |
ELEN0060-2 | Information and coding theory (anglais) - [30h Projet] | B1 | Q2 | 30 | 15 | [+] | 5 |
PROJ0010-1 | Software project engineering and management (anglais) - [280h Projet]
Prérequis
Corequis
| B1 | TA | 20 | - | [+] | 10 |
GEST3162-1 | Principles of management (anglais) - [25h Projet] | B1 | Q1 | 30 | - | [+] | 5 |
ATFE0002-1 | Master thesis (anglais) - [750h Projet]
Collégialité, Laurent Mathy
| B2 | TA | - | - | [+] | 25 |
Code | Détails | Bloc | Organisation | Théorie | Pratique | Autres | Crédits |
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[...] | With the agreement of the jury, choose 5 credits in any course programme of the University or from the UNIC course catalog. | 5 | |||||
Computer Science foundation courses |
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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] | B1 | Q1 | 24 | 14 | [+] | 5 |
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 | 32 | 2 | [+] | 5 |
INFO0012-2 | Computation structures (anglais) - [40h Projet] | B1 | Q1 | 26 | 26 | [+] | 5 |
INFO0940-1 | Operating systems (anglais) - [30h Projet] | B1 | Q2 | 30 | 6 | [+] | 5 |
INFO8006-1 | Introduction to artificial intelligence (anglais) - [45h Projet] | B1 | Q1 | 25 | 20 | [+] | 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) - [10h Laboratoire, 30h Projet]
Corequis
| - | Q1 | 30 | 6 | [+] | 5 |
INFO0056-1 | Securing Networks (anglais) - [12h Laboratoire, 30h Projet] (années paires, organisé en 2024-2025)
Corequis
| - | Q2 | 30 | - | [+] | 5 |
INFO0939-1 | High performance scientific computing (anglais) - [20h Projet] | - | Q1 | 30 | 15 | [+] | 5 |
INFO8002-1 | Topics in Distributed Systems (anglais) - [35h Projet] (années impaires, pas organisé en 2024-2025) | - | Q2 | 30 | - | [+] | 5 |
INFO8012-1 | Digital Forensics (anglais) - [12h Laboratoire, 30h Projet] (années paires, organisé en 2024-2025)
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 2024-2025)
Corequis
| - | Q2 | 20 | - | [+] | 5 |
Intelligent Systems |
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INFO8010-1 | Deep learning (anglais) - [60h Projet]
Corequis
| - | Q2 | 30 | - | [+] | 5 |
ELEN0016-2 | Computer vision (anglais) - [50h Projet] | - | Q1 | 30 | 10 | [+] | 5 |
INFO0948-2 | Introduction to intelligent robotics (anglais) - [80h Projet] | - | Q2 | 30 | 4 | [+] | 5 |
INFO9015-1 | Logic for Computer Science (anglais) | - | Q1 | 24 | 20 | - | 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) - [20h Projet]
Corequis
| - | Q2 | 25 | - | [+] | 5 |
INFO9014-1 | Knowledge representation and reasoning (anglais) - [45h Projet]
Corequis
| - | Q2 | 24 | 20 | [+] | 5 |
Other optional courses |
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INFO2051-1 | Object-oriented programming on mobile devices (anglais) - [90h Projet] | - | Q1 | 15 | 10 | [+] | 5 |
INFO0064-2 | Embedded systems (anglais) | - | Q1 | 25 | 20 | - | 3 |
INFO2055-1 | Embedded systems project (anglais) - [60h Projet]
Corequis
| - | Q2 | - | - | [+] | 2 |
INFO0060-1 | Introduction to computer systems verification (anglais) - [20h Projet]
Corequis
| - | Q2 | 20 | 20 | [+] | 5 |
MECA0524-1 | CAD & Geometric Algorithms - [60h Projet] | - | Q1 | 20 | 20 | [+] | 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 |
INFO9012-1 | Parallel Programming (anglais) | - | Q2 | 25 | 25 | - | 5 |
INFO9015-1 | Logic for Computer Science (anglais) | - | Q1 | 24 | 20 | - | 5 |
INFO9016-1 | Advanced Databases (anglais) - [20h Projet] | - | Q2 | 24 | 20 | [+] | 5 |
INFO9023-1 | Machine Learning Systems Design (anglais) - [17h Laboratoire, 18h Projet]
Corequis
| - | Q2 | 17 | - | [+] | 5 |
Internships and projects (maximum 15 credits) |
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ASTG9005-1 | Research Internship (anglais) - [300h Projet]
Prérequis
| B2 | TA | - | - | [+] | 10 |
ASTG0021-1 | Technical company internship (anglais) - [300h Projet]
Prérequis
| B2 | TA | - | - | [+] | 10 |
Remarque : the two company internships are mutually exclusive | |||||||
PROJ0011-1 | Personal student project (anglais) - [150h Projet]
Bernard Boigelot, Collégialité
| B2 | TA | - | - | [+] | 5 |
Code | Détails | Bloc | 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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