Module catalogue 2024/2025
| 1ère année | 2ème année | 3ème année | |
|---|---|---|---|
| Semestre 5 | Semestre 7 | Semestre 9 | |
| Semestre 6 | Semestre 8 | Semestre 10 |
| TEACHING UNIT | MODULES | CODE | HOURS | WEIGHTING FACTOR | ECTS | ||||
|---|---|---|---|---|---|---|---|---|---|
| Lectures | Seminar | Lab-work | Mid-term | Exam | Lab-work | ||||
Tronc commun Informatique | |||||||||
| 1LVI1 Foreign languages & International 1 Moyenne minimum : 10 | English | 453-1 | - | 36 | - | - | 3 | - | - | Second foreign language
| 454-1 | - | 26 | - | - | 2 | - | - | How to communicate in a professionnal environment : tutorials | 467-1 | - | 13 | - | - | - | - | - |
| Total | 62 | 5 | 5 | ||||||
| B Corporate Culture 1 Moyenne minimum : 10 | Introduction to financial management | 452-1 | 6 | 8 | - | - | 1 | - | - | How to build a personal & professional project | 451-1 | 5 | 5 | 4 | - | 2 | - | - | - | - | - | - | - | - | - | Conferences on the corporates world | 1L1AA5 | 6 | - | - | - | - | - | - |
| Total | 52 | 5 | 5 | ||||||
| 1I1BA Mathematics, Signal and Algorithmics Moyenne minimum : 10 | Algebra | 174-1 | 6 | 10 | 12 | 0.75 | 0.75 | 0.75 | - | - | - | - | - | - | - | - | Basics of Algorithms | 376-1 | 12 | 21 | - | 0.75 | 1.5 | - | - | Analog Signal Processing | 382-1 | 9 | 9 | 16 | - | 2 | 1 | - | Project of Algorithmics | 383-1 | - | - | 10 | - | - | 0.75 | - |
| Total | 119 | 10 | 10 | ||||||
| 1I1CA Hardware and Software Basics Moyenne minimum : 10 | Software Development Tools | 379-1 | 16 | - | 22 | - | 1.5 | 1.5 | - | Computer Architecture Technology | 375-1 | 20 | - | 16 | - | 1.5 | 0.5 | - | Web Programming | 378-1 | 8 | - | 16 | - | - | 2 | - | Programming and C Language | 381-1 | 13 | 14 | 14 | 1 | 1 | 1 | - |
| Total | 139 | 10 | 10 | ||||||
| 1SO Tutoring Moyenne minimum : 10 | Mathematics Help | 384-1 | - | 10 | - | - | - | - | - | Mathematics Support Class | 386-1 | - | 30 | - | - | - | - | - | Algorithmics & C language Support Class | 385-1 | - | 20 | - | - | - | - | - |
| Total | 0 | 0 | 0 | ||||||
| TEACHING UNIT | MODULES | CODE | HOURS | WEIGHTING FACTOR | ECTS | ||||
|---|---|---|---|---|---|---|---|---|---|
| Lectures | Seminar | Lab-work | Mid-term | Exam | Lab-work | ||||
Tronc commun Informatique | |||||||||
| 1LVI2 Foreign languages & International 2 Moyenne minimum : 10 | First foreign language - English | 490-1 | - | 36 | - | - | 3 | - | - | Second foreign language
| 491-1 | - | 28 | - | - | 2 | - | - | How to build a personal & professional : tutorials | 469-1 | - | 17 | - | - | - | - | - |
| Total | 64 | 5 | 5 | ||||||
| F Languages and corporate culture 2 Moyenne minimum : 10 | - | - | - | - | - | - | - | Project management | 472-1 | 2 | 15 | - | - | 1.5 | - | - | Economics | 471-1 | 8 | - | - | - | 1 | - | - | - | - | - | - | - | - | - |
| Total | 52 | 5 | 5 | ||||||
| 1I2DA Mathematics, Signal and Algorithmics 2 Moyenne minimum : 10 | Probability and Statistics | 1I2AB1 | 9 | 18 | - | - | 1.5 | - | - | Advanced Algorithms | 1I2AB2 | 15 | 14 | 14 | - | 1.5 | 1.5 | - | Mathematical Analysis | 1l1AB3 | 16 | 14 | - | 1.5 | 1.5 | - | - | Software Engineering and Object-Oriented Design | 1I2AC1 | 11 | 14 | - | - | 1.5 | - | - | Programming Challenge | 1I2AB3 | - | - | 10 | - | - | 1 | - |
| Total | 135 | 10 | 10 | ||||||
| 1I2EA Programming and Computer Environment Moyenne minimum : 10 | Computer Network | 1I2AD1 | 14 | - | 22 | - | 1.25 | 1.25 | - | Databases | 1I2AD4 | 12 | 4 | 20 | - | 1.25 | 1.25 | - | Embedded Systems | 1I2AE1 | 10 | - | 27 | - | 1.25 | 1.25 | - | Java and Object-Oriented Programming | 1I2AC2 | 12 | - | 22 | - | 1.25 | 1.25 | - |
| Total | 143 | 10 | 10 | ||||||
| TEACHING UNIT | MODULES | CODE | HOURS | WEIGHTING FACTOR | ECTS | ||||
|---|---|---|---|---|---|---|---|---|---|
| Lectures | Seminar | Lab-work | Mid-term | Exam | Lab-work | ||||
Tronc commun Informatique | |||||||||
| 2LVI1 Foreign languages & International 3 Moyenne minimum : 10 | English | 490- | - | 24 | - | - | 2.5 | - | - | Second foreign language
| 491-1 | - | 28 | - | - | 2.5 | - | - |
| Total | 52 | 5 | 5 | ||||||
| 2L1AAC Corporate Culture 3 Moyenne minimum : 10 | Recruitment techniques | 506-1 | - | 10 | - | - | 1 | - | - | Personal and professional plan | 503-1 | 5 | 5 | - | - | - | - | - | Introduction to strategic and competitive intelligence : investigation, protecting, influence | 487-1 | 21 | 4 | - | - | 1.5 | - | - | - | - | - | - | - | - | - | Life cycle assessment | 489-1 | 4 | 2 | 12 | - | 0.5 | 1 | - | Software System Engineering | 2I1AE3 | 10 | - | 8 | - | - | 1 | - |
| Total | 91 | 5 | 5 | ||||||
| 2I3BA Theoretical Computer Science Moyenne minimum : 10 | Mathematics for Computer Science | 405-1 | 13 | 9 | 4 | - | 1.5 | 0.5 | - | Cryptography | 397-1 | 15 | 3 | - | - | 1.5 | - | - | Artificial Intelligence (option 1) | 404-1 | 8 | 6 | 12 | - | 1 | 1 | - | Functional Programming with Scala (option 2) | 407-1 | 8 | 6 | 12 | - | 1 | 1 | - | Graphs and Automata | 403-1 | 10 | 3 | 4 | - | 2 | - | - | Software Engineering and Design Patterns | 401-1 | 11 | 8 | 18 | - | 1 | 1.5 | - |
| Total | 124 | 10 | 10 | ||||||
| 2I3CB Object Programming Moyenne minimum : 10 | Data Mining and Machine Learning | 400-1 | 8 | 6 | 6 | - | 0.5 | 0.5 | - | Operating Systems | 409-1 | 10 | - | 16 | - | 1 | 1 | - | C++ Programming | 406-1 | 15 | 14 | 14 | - | 2 | 1 | - | Mobile Development | 398-1 | 5 | - | 12 | - | - | 1.5 | - | Front-End Web Development | 399-1 | 10 | - | 14 | - | 1.5 | 1 | - |
| Total | 130 | 10 | 10 | ||||||
| TEACHING UNIT | MODULES | CODE | HOURS | WEIGHTING FACTOR | ECTS | ||||
|---|---|---|---|---|---|---|---|---|---|
| Lectures | Seminar | Lab-work | Mid-term | Exam | Lab-work | ||||
Tronc commun Informatique | |||||||||
| 2L2AAB Languages and Corporate Culture Moyenne minimum : 10 | English | 511-1 | - | 22 | - | - | 1.5 | - | - | Second foreign language | 512-1 | - | 18 | - | - | 1.5 | - | - | Economic intelligence, sustainable development and social responsibility | 510-1 | 10 | 8 | - | - | 2 | - | - | Cybersecurity and Artficial Intelligence | 509-2 | 6 | - | - | - | 0.5 | - | - | Conferences on professionnal activities in Engineering | 2L2AA6 | 6 | - | - | - | - | - | - |
| Total | 70 | 5 | 5 | ||||||
| 2I4DA Software Design and Development Moyenne minimum : 10 | Graphical User Interface Programming | 2I2AB1 | 6 | - | 18 | - | - | 1 | - | Java Technologies | 2I2AC5 | 4 | - | 20 | - | - | 1 | - | Back-End Web Development | 2I2AC4 | 3 | - | 14 | - | 0.5 | 0.5 | - | Parallel Architectures | 2I2AC3 | 9 | - | 15 | - | 1 | - | - | Development Project Management (continuation) | 2L2AA8 | - | - | 35 | - | - | 1.5 | - |
| Total | 138 | 6 | 6 | ||||||
Image, Sound & Artificial Intelligence | |||||||||
| 2I2ADA Image, Sound & Artificial Intelligence Moyenne minimum : 10 | Fundamentals of Image Processing | 2I2AD1 | 7 | - | 12 | - | 0.5 | 0.5 | - | Fundamentals of Computer Graphics | 2I2AD3 | 6 | - | 15 | - | 0.75 | 0.75 | - | - | - | - | - | - | - | - |
| Total | 66 | 4 | 4 | ||||||
E-Payment and Cybersecurity | |||||||||
| 2I2AE e-Payment & Cybersecurity Moyenne minimum : 10 | Introduction to e-Payments | 2I2AE1 | 24 | - | - | - | 1 | - | - | Smart cards: ISO 7816 and EMV | 2I2AE2 | 18 | - | 8 | - | 1 | 0.5 | - | - | - | - | - | - | - | - |
| Total | 74 | 4 | 4 | ||||||
Moyenne minimum : |
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| Total | |||||||||
| H Internship Moyenne minimum : 10 | Assistant Engineer Internship | 2IE1 | - | - | - | - | - | 15 | - |
| Total | 0 | 15 | 15 | ||||||
| TEACHING UNIT | MODULES | CODE | HOURS | WEIGHTING FACTOR | ECTS | ||||
|---|---|---|---|---|---|---|---|---|---|
| Lectures | Seminar | Lab-work | Mid-term | Exam | Lab-work | ||||
Tronc commun Informatique | |||||||||
| A Languages & Corporate Culture Moyenne minimum : 10 | Technological Innovation & Society : 20H + industrial project (15H) or | 104-1 | - | 20 | - | - | 1 | - | - | Anglais : projet industriel | 89-1 | - | 15 | - | - | 1 | - | - | Labour law | 762-1 | 8 | - | - | - | 0.5 | - | - | Management | 99-1 | 10 | 6 | - | - | 1 | - | - | Personal & professional project : defense | 102-1 | 1.5 | 0.5 | - | - | 0.5 | - | - | Business | 91-1 | 14 | - | - | - | 1 | - | - |
| Total | 75 | 5 | 5 | ||||||
Moyenne minimum : |
|||||||||
| Total | |||||||||
| 3IJA Advanced Technologies Moyenne minimum : 10 | Information Transmission: compression, coding | 448-1 | 25 | - | - | - | 2.5 | - | - | Project Management | 442-1 | 10 | - | - | - | 1 | - | - | Semantic web | 449-1 | 6 | - | 4 | - | 0.5 | 0.5 | - | Models and Application of Web | 435-1 | 12 | - | 8 | - | 1 | 0.5 | - | Security Technologies | 445-1 | 10 | - | 10 | - | 1 | 0.5 | - |
| Total | 55 | 5 | 5 | ||||||
Image, Sound & Artificial Intelligence | |||||||||
| 3IKA Image, Sound & Artificial Intelligence Moyenne minimum : 10 | Pattern Recognition | 441-1 | 18 | 4 | 8 | - | 1.5 | 0.5 | - | Automatic Generation of Images, Style Transfer | 430-1 | 22 | - | 8 | - | 1 | 0.5 | - | - | - | - | - | - | - | - | Image and Sound Processing | 446-1 | 18 | 2 | 10 | - | 1 | 0.5 | - | Tools for Deep Learning | 751-1 | 15 | 2 | 18 | - | 1 | 1 | - | Computer generated Imaging | 444-1 | 12 | 2 | 18 | - | 1 | 0.5 | - | Multimedia Tools | 2I2AD2 | 4 | - | 6 | - | 0.5 | 0.5 | - | - | - | - | - | - | - | - |
| Total | 210 | 12 | 12 | ||||||
E-Payment and Cybersecurity | |||||||||
| 3IMB e-Payment & Cybersecurity Moyenne minimum : 10 | e-Payment Organizations and Actors | 436-1 | 10 | - | - | - | 0.5 | - | - | e-Payment Flows | 428-1 | 14 | - | 12 | - | 0.5 | 0.5 | - | e-Payment Components | 426-1 | 12 | - | 15 | - | 1.5 | - | - | Risk Management and PCI DSS | 429-1 | 10 | - | - | - | 0.5 | - | - | Contactless Transactions | 447-6 | 12 | - | 12 | - | 1 | 1 | - | e-Payment Architectures | 425-1 | 10 | - | - | - | 0.5 | - | - | Embedded Cryptography | 427-1 | 12 | - | 20 | - | 1 | 1 | - | Online Identity | 432-1 | 20 | - | 12 | - | 1.5 | 1 | - | System security | 443-1 | 20 | - | 16 | - | 1.5 | 1 | - |
| Total | 207 | 12 | 12 | ||||||
| TEACHING UNIT | MODULES | CODE | HOURS | WEIGHTING FACTOR | ECTS | ||||
|---|---|---|---|---|---|---|---|---|---|
| Lectures | Seminar | Lab-work | Mid-term | Exam | Lab-work | ||||
Tronc commun Informatique | |||||||||
| 3EA Long term internship & Master thesis Moyenne minimum : 10 | Written Report | 3EA1 | - | - | - | - | - | 10 | - | Oral Presentation | 3EA2 | - | - | - | - | - | 10 | - | Work and Aptitude and Behavior | 3EA3 | - | - | - | - | - | 10 | - |
| Total | 0 | 30 | 30 | ||||||
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