Vue bloc
- Organisation
- Théorie
- Pratique
- Autres
- Crédits
Bloc 1
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits |
|---|
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |
|---|---|---|---|---|---|---|---|
Computer Science, Applied Mathematics and Data Science fundamentals : |
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| INFO0016-1 | Introduction to the theory of computation (anglais) | Q1 | 26 | 26 | - | 5 | |
| MATH0461-2 | Introduction to numerical optimization (anglais) - [25h Projet] | Q1 | 30 | 20 | [+] | 5 | |
| INFO8006-1 | Introduction to artificial intelligence (anglais) - [45h Projet] | Q1 | 25 | 10 | [+] | 5 | |
| ELEN0062-1 | Introduction to machine learning (anglais) - [40h Projet] | Q1 | 30 | 5 | [+] | 5 | |
Elective courses
Single focus
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |
|---|---|---|---|---|---|---|---|
| MATH2021-1 | High-dimensional data analysis (anglais) - [10h Laboratoire, 15h Projet] | Q1 | 15 | - | [+] | 3 | |
| INFO8002-1 | Large-scale data systems (anglais) - [45h Projet] | Q1 | 25 | 10 | [+] | 5 | |
| PROJ0016-1 | Big data project (anglais) - [180h Projet] | TA | 10 | - | [+] | 7 | |
| ELEN0060-2 | Information and coding theory (anglais) - [30h Projet] | Q2 | 30 | 15 | [+] | 5 | |
| INFO8005-1 | Semantic Data (anglais) - [45h Projet] | Q2 | 25 | 10 | [+] | 5 | |
| INFO8010-1 | Deep learning (anglais) - [45h Projet] | Q2 | 30 | 5 | [+] | 5 |
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |
|---|---|---|---|---|---|---|---|
| INFO8003-1 | Optimal decision making for complex problems (anglais) - [45h Projet] | Q2 | 25 | 10 | [+] | 5 | |
| INFO8004-1 | Advanced Machine learning (anglais) - [45h Projet] | Q2 | 30 | 5 | [+] | 5 | |
| INFO2049-1 | Web and Text Analytics (anglais) | Q1 | 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 | |
| PROJ0017-1 | Personal student project in Data Science (anglais) - [150h Projet] | TA | - | - | [+] | 5 | |
| INFO0051-1 | Logic (anglais) - [10h Projet] | Q1 | 25 | 25 | [+] | 5 | |
| INFO0049-1 | Knowledge representation (anglais) - [50h Projet] | Q2 | 28 | 24 | [+] | 5 | |
| INFO0027-2 | Programming techniques (anglais) - [70h Projet] | Q2 | 24 | 24 | [+] | 5 | |
| INFO0010-4 | Introduction to computer networking (anglais) | Q2 | 5 | ||||
| Partim A - [8h Laboratoire, 40h Projet] | 30 | 2 | [+] | ||||
| Partim B - [4h Laboratoire] | 5 | - | [+] | ||||
| INFO0940-1 | Operating systems (anglais) - [30h Projet] | Q2 | 30 | 6 | [+] | 5 | |
| INFO0045-3 | Introduction to computer security (anglais) - [8h Laboratoire, 30h Projet] | Q1 | 30 | 10 | [+] | 5 | |
| INFO8011-1 | (pas organisé en 2018-2019) Network infrastructures - [12h Laboratoire, 30h Projet] (années impaires) | Q2 | 30 | - | [+] | 5 |
Bloc 2
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |
|---|---|---|---|---|---|---|---|
Management and legal issues |
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| GEST3162-1 | Principles of management (anglais) | Q1 | 25 | 25 | - | 5 | |
| DROI8031-2 | Introduction to the law of robots, Law of artificial intelligence, robots and data-driven Algorithmic Applications (anglais) | Q1 | 20 | - | - | 5 | |
| Remarque : students who have already acquired the skills and knowledge of GEST3162 (or equivalent) will replace it by GEST3032 (see options below). | |||||||
Master thesis |
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| ATFE9009-1 | Master thesis and internship (anglais) | TA | - | - | - | 30 | |
Elective courses
| Code | Détails | Organisation | Théorie | Pratique | Autres | Crédits | |
|---|---|---|---|---|---|---|---|
Elective courses in Data Science and Artificial Intelligence |
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| INFO8004-1 | Advanced Machine learning (anglais) - [45h Projet] | Q2 | 30 | 5 | [+] | 5 | |
| INFO2049-1 | Web and Text Analytics (anglais) | Q1 | 30 | - | - | 5 | |
| MATH2022-1 | Large sample analysis : theory and practice (anglais) | Q2 | 5 | ||||
| General course - [10h Projet]
N..., Yvik Swan
| 24 | 12 | [+] | ||||
| Project complement - [30h Projet]
N..., Yvik Swan
| - | - | [+] | ||||
| INFO8003-1 | Optimal decision making for complex problems (anglais) - [45h Projet] | Q2 | 25 | 10 | [+] | 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 | |
| INFO0049-1 | Knowledge representation (anglais) - [50h Projet] | Q2 | 28 | 24 | [+] | 5 | |
| GEST5006-1 | SAS Certification applied analytics (anglais) - [25h Travaux dirigés] | Q2 | 15 | - | [+] | 5 | |
Elective courses in Computer Science and Applied Mathematics |
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| INFO0027-2 | Programming techniques (anglais) - [70h Projet] | Q2 | 24 | 24 | [+] | 5 | |
| INFO0939-1 | High performance scientific computing (anglais) - [20h Projet] | Q1 | 30 | 15 | [+] | 5 | |
| INFO0010-4 | Introduction to computer networking (anglais) | Q2 | 5 | ||||
| Partim A - [8h Laboratoire, 40h Projet] | 30 | 2 | [+] | ||||
| Partim B - [4h Laboratoire] | 5 | - | [+] | ||||
| INFO0940-1 | Operating systems (anglais) - [30h Projet] | Q2 | 30 | 6 | [+] | 5 | |
| INFO0045-3 | Introduction to computer security (anglais) - [8h Laboratoire, 30h Projet] | Q1 | 30 | 10 | [+] | 5 | |
| INFO8011-1 | (pas organisé en 2018-2019) Network infrastructures - [12h Laboratoire, 30h Projet] (années impaires) | Q2 | 30 | - | [+] | 5 | |
| MATH0462-1 | Discrete optimization (anglais) - [25h Projet] | Q1 | 30 | 20 | [+] | 5 | |
| MQGE0002-3 | Computational Optimization (anglais) | Q2 | 30 | - | - | 5 | |
| INFO0051-1 | Logic (anglais) - [10h Projet] | Q1 | 25 | 25 | [+] | 5 | |
Elective courses in bioinformatics |
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| GBIO0002-1 | Genetics and bioinformatics (anglais) - [15h Projet] | Q1 | 30 | 15 | [+] | 5 | |
| GBIO0009-1 | Topics in bioinformatics (anglais) - [35h Projet] | Q1 | 25 | 15 | [+] | 5 | |
| GBIO0030-1 | Computational approaches to statistical genetics (anglais) - [35h Projet] | Q2 | 25 | 15 | [+] | 5 | |
Elective courses in management |
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| GEST3032-1 | eBusiness and eCommerce (anglais) | Q1 | 30 | - | - | 5 | |
Miscellaneous |
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| INGE0012-1 | Scientific research in engineering and its impact on innovation (anglais) | Q2 | 26 | 26 | - | 5 | |
| [...] | With the agreement of the President of the Jury, students may also choose up to 15 credits in the application area of their Master thesis in other programmes of the university | - | |||||
| [...] | With the agreement of the President of the Jury, students may also choose 5 credits in any other programme of the university. | - | |||||
Bloc d'aménagement du programme de l'année
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Optional courses
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Students must have a level B2 in English |
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