| |
| First year (bachelor) |
| - 3MMSAS1:Remedial english | 1.0 | Semestre 5 |
| - 3MMALLS1:German | 1.0 | Semestre 5 |
| - 3MMESPS1:Spanish | 1.0 | Semestre 5 |
| - 3MMEPSS1:Sports | 1.0 | Semestre 5 |
| - 3MMFRAS1:French | 1.0 | Semestre 5 |
| - 3MMTANS1:Tandem Project | 1.0 | Semestre 5 |
| - 3MMEPSS2:Sports | 1.5 | Semestre 6 |
| - 3MMTANS2:Tandem Project | 1.5 | Semestre 6 |
| - 3MMALLS2:German | 1.5 | Semestre 6 |
| - 3MMESPS2:Spanish | 1.5 | Semestre 6 |
| - 3MMSAS2:Remedial english | 1.5 | Semestre 6 |
| - 3MMFRAS2:French | 1.5 | Semestre 6 |
| - 3MMLV2S1:2nd language at SL UGA | 1.0 | Semestre 5 |
| - 3MMLV2S2:2nd language at SL UGA | 1.5 | Semestre 6 |
| - 3MMSPS:Remedial course: probability | 0.0 | Semestre 5 |
| - 3MMART13:Art and Studies | 3.0 | Semestre 5 |
| - 3MMART23:Art and Studies | 3.0 | Semestre 6 |
| - 3MMSH11: | 1.0 | Semestre 5 |
| - 3MMSH12: | 2.0 | Semestre 5 |
| - 3MMSH13: | 3.0 | Semestre 5 |
| - 3MMSH21: | 1.0 | Semestre 6 |
| - 3MMSH22: | 2.0 | Semestre 6 |
| - 3MMSH23: | 3.0 | Semestre 6 |
| - 3MMSE11: | 1.0 | Semestre 5 |
| - 3MMSE21: | 1.0 | Semestre 6 |
| - 3MMSE12: | 2.0 | Semestre 5 |
| - 3MMSE22: | 2.0 | Semestre 6 |
| - 3MMSE13: | 3.0 | Semestre 5 |
| - 3MMSE23: | 3.0 | Semestre 6 |
| - 3MMEA11: | 1.0 | Semestre 5 |
| - 3MMEA21: | 1.0 | Semestre 6 |
| - 3MMEA12: | 2.0 | Semestre 5 |
| - 3MMEA22: | 2.0 | Semestre 6 |
| - 3MMEA13: | 3.0 | Semestre 5 |
| - 3MMEA23: | 3.0 | Semestre 6 |
| - 3MMPLC1: | 4.0 | Semestre 6 |
| - 3MMAP1: | 4.0 | Semestre 5 |
| - 3MMBMI: | 4.0 | Semestre 5 |
| - 3MMPS1:Probability and statistics 1 | 4.0 | Semestre 5 |
| - 3MMTL: | 4.0 | Semestre 5 |
| - 3MMRS1:Networks and security | 4.0 | Semestre 5 |
| - 3MMFMN: | 4.0 | Semestre 5, Semestre 6 |
| - 3MMPGR: | 4.0 | Semestre 5 |
| - 3MMBACO: | 4.0 | Semestre 5 |
| - 3MMPAM: | 4.0 | Semestre 5 |
| - 3MMAP2: | 4.0 | Semestre 6 |
| - 3MMILM: | 4.0 | Semestre 6 |
| - 3MMACIA:Advanced Analysis and Computational Mathematics | 4.0 | Semestre 6 |
| - 3MMACI: | 4.0 | Semestre 6 |
| - 3MMROMD: | 4.0 | Semestre 6 |
| - 3MMPS2:Probability and statistics 2 | 4.0 | Semestre 6 |
| - 3MMRES: | 4.0 | Semestre 6 |
| - 3MMICOD: | 4.0 | Semestre 6 |
| - 3MMPP: | 4.0 | Semestre 6 |
| - 3MMCANG1:Culture and Commun. in English | 2.0 | Semestre 5 |
| - 3MMMAP1:Professional Development Module: Ethics and Responsibilities | 1.0 | Semestre 5 |
| - 3MMMAP2:Professional Development Module: Taking Charge of Your Career Path | 1.0 | Semestre 6 |
| - 3MMAST1:Systemic approach to trans. (S5) | 1.0 | Semestre 5 |
| - 3MMAST2:Systemic approach to trans. (S6) | 1.0 | Semestre 6 |
| - 3MMDGE:An introduction to business management | 1.0 | Semestre 5 |
| - 3MMCANG2:Culture and Communication in English | 2.0 | Semestre 6 |
| - 3MMDS:To decipher society | 1.5 | Semestre 6 |
| - 3MMNS: | 1.0 | Semestre 5 |
| - 3MMFEO:Teamwork within organizations and projects | 1.0 | Semestre 6 |
| - 3MMSL: | 0.0 | Semestre 5 |
| - 3MMLV3S1:3rd language at SL UGA | 1.0 | Semestre 5 |
| - 4MMUSGBD: | 4.0 | Semestre 6 |
| - 3MMLV3S2:3rd language at SL UGA | 1.0 | Semestre 6 |
| Second year (master 1) |
| - 4MMSANS1:Remedial english | 1.5 | Semestre 7EN |
| - WMM8AI04:Multi-Agent systems | 3.0 | Semestre 8EN |
| - 4MMCANG1:Culture and Communication in English | 1.5 | Semestre 7EN |
| - 4MMCANG2:Culture and Communication in English | 1.5 | Semestre 8 |
| - 4MMEPSS1:Sports | 1.5 | Semestre 7 |
| - 4MMEPSS2:Sports | 1.5 | Semestre 8 |
| - 4MMTANS1:TANDEM project | 1.0 | Semestre 7 |
| - 4MMTANS2:TANDEM Project | 1.0 | Semestre 8 |
| - 4MMALLS1:German | 1.5 | Semestre 7 |
| - 4MMALLS2:German | 1.5 | Semestre 8 |
| - 4MMESPS1:Spanish | 1.5 | Semestre 7 |
| - 4MMESPS2:Spanish | 1.5 | Semestre 8 |
| - 4MMFRAS1:French | 1.5 | Semestre 7 |
| - 4MMFRAS2:French | 1.5 | Semestre 8 |
| - 4MMHI:Computer-Science History | 1.5 | Semestre 8 |
| - 4MMLV2S1:2nd language at SL UGA | 1.5 | Semestre 7 |
| - 4MMLV2S2:2nd language at SL UGA | 1.5 | Semestre 8 |
| - 4MMPDI:Principles of Internet | 4.0 | Semestre 7, Semestre 8 |
| - 4MMSTAG:Internship | 6.0 | Semestre 8 |
| - WMM8AI02:Information Visualization | 3.0 | Semestre 8EN |
| - 4MMSPS: | 1.0 | Semestre 7 |
| - 4MMTRMRI:Panels: Jobs and responsibilities of Ensimag Engineers | 1.0 | Semestre 7 |
| - 4MMRND: | 1.0 | Semestre 8 |
| - 3MMKAL:Kaleidoscope | 0.0 | Semestre 8 |
| - 4MMART16:Art and Studies | 3.0 | Semestre 7 |
| - 4MMART26:Art and Studies | 3.0 | Semestre 8 |
| - 4MMSH11: | 1.0 | Semestre 7 |
| - 4MMSH12: | 2.0 | Semestre 7 |
| - 4MMSH13: | 3.0 | Semestre 7 |
| - 4MMSH21: | 1.0 | Semestre 8 |
| - 4MMSH22: | 2.0 | Semestre 8 |
| - 4MMSH23: | 3.0 | Semestre 8 |
| - 4MMSE11: | 1.0 | Semestre 7 |
| - 4MMSE12: | 2.0 | Semestre 7 |
| - 4MMSE13: | 3.0 | Semestre 7 |
| - 4MMSE21: | 1.0 | Semestre 8 |
| - 4MMSE22: | 2.0 | Semestre 8 |
| - 4MMSE23: | 3.0 | Semestre 8 |
| - 4MMEA11: | 1.0 | Semestre 7 |
| - 4MMEA12: | 2.0 | Semestre 7 |
| - 4MMEA13: | 3.0 | Semestre 7 |
| - 4MMEA21: | 1.0 | Semestre 8 |
| - 4MMEA22: | 2.0 | Semestre 8 |
| - 4MMEA23: | 3.0 | Semestre 8 |
| - 4MMGS1M:MOOC Graduate School | 3.0 | Semestre 8 |
| - 4MMGS2:Projet Graduate School | 3.0 | Semestre 8 |
| - WMM7AM06: | 6.0 | Semestre 7EN |
| - WMM7AM07:Geometric modelling | 6.0 | Semestre 7EN |
| - WMM7AM10: | 3.0 | Semestre 7EN |
| - WMM7AM11: | 6.0 | Semestre 7EN |
| - WMM7AMAN: | 3.0 | Semestre 7EN |
| - WMM7AM08:Applied probability and Statistics | 6.0 | Semestre 7EN |
| - PAX7RFAA: | 3.0 | Semestre 7 |
| - PAX7MIAU: | 3.0 | Semestre 7 |
| - PAX7MEAL: | 3.0 | Semestre 7EN |
| - WMM8AM18: | 3.0 | Semestre 8EN |
| - WMM8AM19: | 3.0 | Semestre 8EN |
| - WMM8AMTI: | 3.0 | Semestre 8EN |
| - WMM8AM02: | 6.0 | Semestre 8EN |
| - WMM8AMT3: | 3.0 | Semestre 8FR+EN |
| - WMM8U16: | 3.0 | Semestre 8EN |
| - WMM8MO08:3D Graphics | 3.0 | Semestre 8EN |
| - WMM8AM16: | 3.0 | Semestre 8 |
| - WMM8MO11: | 3.0 | Semestre 8EN |
| - WMM8AM15: | 3.0 | Semestre 8EN |
| - PAX8INAE: | 3.0 | Semestre 8 |
| - PAX8MIAM: | 3.0 | Semestre 8EN |
| - WMM8AM29: | 3.0 | Semestre 8 |
| - WMM8AM30: | 3.0 | Semestre 8 |
| - WMM8AM26: | 6.0 | Semestre 8EN |
| - WMM8MOT1: | 3.0 | Semestre 8EN |
| - WMM8MO01: | 3.0 | Semestre 8EN |
| - WMM7MO04: | 3.0 | Semestre 7EN |
| - WMM7MO06: | 3.0 | Semestre 7EN |
| - WMM7MO05: | 3.0 | Semestre 7EN |
| - WMM7MO03: | 6.0 | Semestre 7EN |
| - WMM7MO01: | 6.0 | Semestre 7EN |
| - WMM7MO02: | 3.0 | Semestre 7EN |
| - WMM7MOAN: | 3.0 | Semestre 7 |
| - WMM7MO08: | 3.0 | Semestre 7EN |
| - WMM7MO09: | 3.0 | Semestre 7EN |
| - WMM8MO07: | 3.0 | Semestre 8EN |
| - WMM8MO03: | 3.0 | Semestre 8EN |
| - WMM8MO05: | 3.0 | Semestre 8EN |
| - WMM8MO06: | 3.0 | Semestre 8 |
| - WMM8U05: | 3.0 | Semestre 8EN |
| - WMM8U03: | 3.0 | Semestre 8EN |
| - WMM8MO10:Introduction to Mobile Robotics | 3.0 | Semestre 8EN |
| - WMM8U07: | 3.0 | Semestre 8EN |
| - WMM8MO15: | 3.0 | Semestre 8EN |
| - WMM8MO13: | 3.0 | Semestre 8EN |
| - WMM8MO42: | 3.0 | Semestre 8EN |
| - WMM8AM32:Algebraic Algorithms for Cryptology | 3.0 | Semestre 8EN |
| - PAX7MIAV: | 3.0 | Semestre 7EN |
| - WMM7MO10: | 3.0 | Semestre 7EN |
| - WMM8MOAN: | 3.0 | Semestre 8EN |
| - 3MMFMN: | 4.0 | Semestre 7 |
| - 3MMPGR: | 4.0 | Semestre 7 |
| - WMM8AI01:Explainable & Trustworthy AI | 3.0 | Semestre 8EN |
| - WMM8AI05:Optimized Management & Processing for learning | 3.0 | Semestre 8EN |
| - WMM8GS:Scientific Method | 6.0 | Semestre 8 |
| - 4MMAA: | 4.0 | Semestre 8 |
| - 4MMAFSI: | 4.0 | Semestre 7 |
| - 4MMA3D: | 4.0 | Semestre 8 |
| - 4MMANA: | 1.5 | Semestre 8 |
| - 4MMACSCS: | 4.0 | Semestre 8 |
| - 4MMAPP: | 4.0 | Semestre 7 |
| - 4MMARCHP: | 4.0 | Semestre 8 |
| - 4MMCII: | 4.0 | Semestre 8 |
| - 4MMCONT: | 1.5 | Semestre 7 |
| - 4MMCRY: | 4.0 | Semestre 8 |
| - 4MMCXX: | 4.0 | Semestre 7 |
| - 4MMEDP: | 4.0 | Semestre 7 |
| - 4MMENV: | 1.5 | Semestre 8 |
| - 4MMFAB1: | 4.0 | Semestre 7 |
| - 4MMFEM: | 4.0 | Semestre 7 |
| - 4MMFIIHM: | 4.0 | Semestre 8 |
| - 4MMFSGBD: | 4.0 | Semestre 8 |
| - 4MMFST: | 1.5 | Semestre 8 |
| - 4MMDTRA: | 1.5 | Semestre 8 |
| - 4MMIAD: | 4.0 | Semestre 8 |
| - 4MMICSF: | 4.0 | Semestre 8 |
| - 4MMIIA: | 4.0 | Semestre 7 |
| - 4MMIIV: | 4.0 | Semestre 7 |
| - 4MMIRL: | 4.0 | Semestre 7, Semestre 8 |
| - 4MMIM: | 4.0 | Semestre 8 |
| - 4MMINNO: | 1.5 | Semestre 8 |
| - 4MMLOG: | 4.0 | Semestre 7 |
| - 4MMMANH: | 1.5 | Semestre 7 |
| - 4MMMB: | 4.0 | Semestre 7 |
| - 4MMMG: | 4.0 | Semestre 7 |
| - 4MMMIS: | 4.0 | Semestre 7 |
| - 4MMMS: | 4.0 | Semestre 8 |
| - 4MMMVAM: | 4.0 | Semestre 8EN |
| - 4MMOA: | 4.0 | Semestre 8 |
| - 4MMOC: | 4.0 | Semestre 7 |
| - 4MMEVS: | 1.5 | Semestre 8 |
| - 4MMPGL: | 4.0 | Semestre 7 |
| - 4MMPOM: | 4.0 | Semestre 8 |
| - 4MMPOO: | 4.0 | Semestre 7 |
| - 4MMPROJ: | 4.0 | Semestre 8 |
| - 4MMPRS: | 4.0 | Semestre 8 |
| - 4MMPSA1:Advanced Probabilities and statistic 1 | 4.0 | Semestre 7 |
| - 4MMQ: | 4.0 | Semestre 8 |
| - 4MMRDIV: | 4.0 | Semestre 8 |
| - 4MMROAC: | 4.0 | Semestre 7 |
| - 4MMRTR: | 4.0 | Semestre 8 |
| - 4MMSD: | 4.0 | Semestre 8 |
| - 4MMSDA: | 4.0 | Semestre 7 |
| - 4MMSEC: | 4.0 | Semestre 7, Semestre 8 |
| - 4MMSETO: | 1.5 | Semestre 7 |
| - 4MMSTRAT: | 1.5 | Semestre 7 |
| - 4MMTF: | 4.0 | Semestre 7 |
| - 4MMTI: | 4.0 | Semestre 7 |
| - 4MMUSGBD: | 4.0 | Semestre 7, Semestre 8 |
| - 4MMWD: | 4.0 | Semestre 8 |
| - 4MMFAB2: | 4.0 | Semestre 8 |
| - 4MMCSNE: | 4.0 | Semestre 8 |
| - 4MMCOMP: | 4.0 | Semestre 7 |
| - 4MMTNS: | 4.0 | Semestre 7 |
| - 4MMGIN: | 1.5 | Semestre 7 |
| - 4MMET: | 1.5 | Semestre 7 |
| - WMM8AM33: | 6.0 | Semestre 8EN |
| - WMM8AM34: | 6.0 | Semestre 8EN |
| - WMM7AI01: | 3.0 | Semestre 7EN |
| - WMM7AI02: | 3.0 | Semestre 7EN |
| - WMM7AI03: | 3.0 | Semestre 7EN |
| - WMM7AI04: | 6.0 | Semestre 7EN |
| - WMM7AI05: | 3.0 | Semestre 7EN |
| - WMM8AI03: | 3.0 | Semestre 8EN |
| - WMM8AI06: | 3.0 | Semestre 8EN |
| - 4MMENTR:Entrepreneurship | 1.5 | Semestre 8 |
| - 4MMLV3S1:3rd language at SL UGA | 1.0 | Semestre 7 |
| - 4MMLV3S2:3rd language at SL UGA | 1.0 | Semestre 8 |
| Third year (master 2) |
| - WMMF9M25:Banking systems and bond markets | 2.0 | Semestre 9 |
| - 5MMIA3D7:Engineering of the 3D animation | 1.5 | Semestre 9 |
| - WMMFMA13:Financial statistical methods | 2.0 | Semestre 9 |
| - WMMF9M30:Microstructure of Financial Markets | 4.0 | Semestre 9 |
| - 5MMPCIS7:CIS Project : building a secure infrastructure | 2.0 | Semestre 9 |
| - 5MMSDTD7:Distributed Systems for Data Management | 2.0 | Semestre 9 |
| - 5MMSIA7:Computer graphics : Rendering and animation | 4.5 | Semestre 9 |
| - 5MMIPW:Augmented Virtual Reality & other Post-WIMP Interactions | 3.0 | Semestre 9 |
| - 5MMMMCF:Monte-Carlo methods in financial engineering | 4.0 | Semestre 9 |
| - WMMFMA12:Financial mathematical programmation project | 4.0 | Semestre 9 |
| - WMMF9M50:.NET Project | 4.0 | Semestre 9 |
| - 5MMVCPD:Valuation and hedging of derivatives | 2.0 | Semestre 9 |
| - 5MMCTIF9:Technology conferences | 2.0 | Semestre 9 |
| - 5MMTSL6:Software testing | 2.0 | Semestre 9 |
| - 5MMIDM7:Model Driven Engineering | 2.0 | Semestre 9 |
| - 5MMCTMM7:Technology Conferences | 0.0 | Semestre 9 |
| - 5MMMVSC7:Models and languages for model checking | 2.0 | Semestre 9EN |
| - WMMFMB12:Portfolio choice and performance measures | 2.0 | Semestre 9 |
| - WMMF9M52:Development of communicating applications | 4.0 | Semestre 9 |
| - 5MMMT:Dynamic Management of Financial Risk 2 | 4.0 | Semestre 9 |
| - 5MMANGL6:English | 3.0 | Semestre 9 |
| - 5MMDROI6:Law and IT | 1.0 | Semestre 9 |
| - 5MMESP6:Spanish | 1.0 | Semestre 9 |
| - 5MMREX:Business Project | 1.0 | Semestre 9 |
| - 5MMSANG:Remedial English | 0.0 | Semestre 9 |
| - 5MMPFE6:Final study project | 30.0 | Semestre 10 |
| - WMM9MO34:Computer Vision | 6.0 | Semestre 9EN |
| - WMM9MO63:Computer Graphics | 6.0 | Semestre 9EN |
| - WMM9MO62:Robotics_ | 6.0 | Semestre 9EN |
| - WMMF9M13:Principles of continuous time finance | 2.0 | Semestre 9 |
| - WMMF9M51:Real-time and heterogeneous data processing | 2.0 | Semestre 9 |
| - WMMFMA26:Partial differential equations for finance | 2.0 | Semestre 9 |
| - 5MMRAS:Advanced Secure Networks | 4.0 | Semestre 9 |
| - 5MMSDSI:Introduction to information systems security | 4.0 | Semestre 9 |
| - 5MMAPSA:Sports | 1.0 | Semestre 9 |
| - 5MMPCPD:Project | 2.0 | Semestre 9 |
| - 5MMPOC:Project: Connected Objects | 2.0 | Semestre 9 |
| - 5MM1PE4:Summer period PE6 | 2.0 | Semestre 9 |
| - 5MMMS:Surface modeling | 3.0 | Semestre 9 |
| - 5MMGPUHP:High Performance and GP-GPU Computing | 6.0 | Semestre 9EN |
| - 5MMFRA6:French | 1.0 | Semestre 9 |
| - 5MMTAND:Tandem Project | 1.0 | Semestre 9 |
| - WMMBESDC:Distributed Systems & Cloud Architectures | 2.5 | Semestre 9 |
| - WMMBEDGE:Large-Scale Data Storage and Management | 3.5 | Semestre 9 |
| - WMMBESEC:Computer Security & Confidentiality | 2.5 | Semestre 9 |
| - WMMBEADM:Statistical Learning & Data Mining | 3.5 | Semestre 9 |
| - WMMBEVI5:Information Visualisation | 2.5 | Semestre 9 |
| - WMMBEAI5:Information Access: from Data Web to Semantic Web | 3.0 | Semestre 9 |
| - WMMBGNT8:New Management Techniques | 3.0 | Semestre 9 |
| - WMMBGM5:Ressource Management | 1.5 | Semestre 9 |
| - WMMBGPPD:Decision Process | 3.0 | Semestre 9 |
| - WMMBGCV5:Service Value Creation | 2.5 | Semestre 9 |
| - WMMBGGS5:Strategic Management | 3.5 | Semestre 9 |
| - WMMBGETH:Ethics | 2.0 | Semestre 9 |
| - WMMBGCF5:Professional Case | 10.0 | Semestre 9 |
| - WMM9MO85:Large scale Data Management | 6.0 | Semestre 9EN |
| - 5MM1ADP5:Analysis of Practices 5 | 0.0 | Semestre 9 |
| - 5MM1J2A5:Debriefing 5 | 0.0 | Semestre 9 |
| - 5MMCOD7:Open Data Challenge | 2.0 | Semestre 9 |
| - WMMFMB22:Investment Strategies | 4.0 | Semestre 9 |
| - WMMBEIU:Introduction to Unix | 0.0 | Semestre 9 |
| - 5MMLV26:2nd language at SL UGA | 1.0 | Semestre 9 |
| - WMM9SY01:Software security Secure Programming & Computer Forensic | 3.0 | Semestre 9EN |
| - WMM9SY02:Security architectures: network, system, key management, cybersecurity of industrial IT | 6.0 | Semestre 9EN |
| - WMM9SY03:Cryptographic Engineering, Protocols & Security Models, Data privacy, coding & applications | 6.0 | Semestre 9EN |
| - WMM9SY04:Threat & Risk Analysis, IT Security, audit and norms | 3.0 | Semestre 9EN |
| - WMM9SY05:Physical security: Embedded, Smart Card, Quantum & Biometrics | 6.0 | Semestre 9EN |
| - WMMCXU01:Research project | 30.0 | Semestre 10EN |
| - WMM9MO91:Process Engineering | 3.0 | Semestre 9EN |
| - WMM9AM61:Computational Biology | 6.0 | Semestre 9EN |
| - WMM9AM50:Differential Calculus, Wavelets and Applications | 6.0 | Semestre 9EN |
| - WMM9AM19:Modeling Seminar and projects | 6.0 | Semestre 9EN |
| - WMM9AM60:Data Science Seminars and Challenge | 6.0 | Semestre 9EN |
| - 5MMALGR:Distributed Algorithmic | 1.5 | Semestre 9 |
| - 5MMSYSD:Distributed system | 2.0 | Semestre 9 |
| - 5MMGDDGE:Large-Scale Data Management | 4.0 | Semestre 9 |
| - WMM9AM49:GPU Computing | 6.0 | Semestre 9EN |
| - WMM9MO95:Models & languages for model checking | 3.0 | Semestre 9EN |
| - WMMFMA28:Machine Learning | 3.0 | Semestre 9 |
| - WMMBGMD7:Manager, digital & law | 2.0 | Semestre 9 |
| - WMM9MO58:Advanced Networking | 6.0 | Semestre 9EN |
| - WMMF9M23:Ethical Finance | 2.0 | Semestre 9 |
| - WMM9SY06:Advanced Security | 6.0 | Semestre 9EN |
| - WMMBESDF:Data Science: Algebrical & Statistical Fundamentals | 4.0 | Semestre 9 |
| - WMMFMB13:Automatic Language Analysis | 3.0 | Semestre 9 |
| - 5MMIOFT:An Introduction to Shape and Topology Optimization | 1.5 | Semestre 9EN |
| - 5MMIGEO:Geophysical Imaging | 1.5 | Semestre 9EN |
| - 5MMOATA:American Options: Theory & Algorithms | 2.0 | Semestre 9 |
| - WMM9AM27:Geophysical Imaging | 3.0 | Semestre 9EN |
| - WMM9AM28:An Introduction to Shape and Topology Optimization | 3.0 | Semestre 9EN |
| - WMM9SY07:Advanced Cryptology | 6.0 | Semestre 9EN |
| - WMM9MO69:Cloud Computing, from Infrastructure to Applications | 6.0 | Semestre 9EN |
| - 5MMCAFS:Full Stack Development | 4.0 | Semestre 9 |
| - 5MMCL:Trust in software | 2.0 | Semestre 9 |
| - 5MMCEAMR: | 2.0 | Semestre 9 |
| - 5MMPCMF:Hedging financial derivatives with multiple payement dates | 3.0 | Semestre 9 |
| - 5MMAGPS:Application of Structured product management | 3.0 | Semestre 9 |
| - WMM9AM78:Statistical learning: from parametric to nonparametric models | 6.0 | Semestre 9EN |
| - WMM9AM77:Learning, Probabilites and Causalities | 6.0 | Semestre 9EN |
| - WMM9AM76:From Basic Machine Learning models to Advanced Kernel Learning | 6.0 | Semestre 9EN |
| - WMM9MO00:Mathematical Foundations of Machine Learning | 6.0 | Semestre 9EN |
| - WMM9AI03:Advanced Machine Learning: Applications to Vision, Audio and Text | 6.0 | Semestre 9EN |
| - WMM9MO75:Natural Language Processing & Information Retrieval | 6.0 | Semestre 9EN |
| - WMM9MO87:Information Security | 3.0 | Semestre 9EN |
| - 5MMPIA:Artificial Intelligence Project | 2.0 | Semestre 9 |
| - 5MMEISI:ISI Events | 0.5 | Semestre 9 |
| - 5MMFCLD:Cloud fundamentals | 2.0 | Semestre 9 |
| - WMMFMA29: | 2.0 | Semestre 9 |
| - WMM9AM88:Quantum Information & Dynamics | 6.0 | Semestre 9EN |
| - WMM9AM89:Numerical Mechanics | 6.0 | Semestre 9 |
| - WMMBEBES: | 1.0 | Semestre 9 |
| - 5MMART13:Art and Studies | 3.0 | Semestre 9 |
| - 5MMSH11: | 1.0 | Semestre 9 |
| - 5MMSH12: | 2.0 | Semestre 9 |
| - 5MMSH13: | 3.0 | Semestre 9 |
| - 5MMSE12: | 2.0 | Semestre 9 |
| - 5MMEA11: | 1.0 | Semestre 9 |
| - 5MMEA12: | 2.0 | Semestre 9 |
| - 5MMEA13: | 3.0 | Semestre 9 |
| - WMM9GSP: | 3.0 | Semestre 9 |
| - 5MMCSAP: | 2.0 | Semestre 9 |
| - WMMF9M41:Neural Networks from Pricing | 3.0 | Semestre 9 |
| - 5MMPVA: | 6.0 | Semestre 9 |
| - 5MMDOA:Differential Calculus, Wavelets and Applications (in English) | 6.0 | Semestre 9EN |
| - 5MMMNS:Numerical Mechanics for Simulation in Computer Graphics | 6.0 | Semestre 9EN |
| - 5MMBIOP:Computational biology | 6.0 | Semestre 9EN |
| - 5MMMNA: | 6.0 | Semestre 9EN |
| - WMM9CO01: | 6.0 | Semestre 9EN |
| - WMM9CO02: | 6.0 | Semestre 9EN |
| - WMM9CO03: | 6.0 | Semestre 9EN |
| - WMM9CO05: | 3.0 | Semestre 9EN |
| - WMM9CO06: | 3.0 | Semestre 9 |
| - WMM9CO07: | 3.0 | Semestre 9EN |
| - WMM9CO08: | 3.0 | Semestre 9 |
| - WMM9CO09: | 3.0 | Semestre 9EN |
| - WMM9CO10: | 6.0 | Semestre 9EN |
| - WMM9MO82:Human computer interaction | 6.0 | Semestre 9EN |
| - WMM9MO88: | 3.0 | Semestre 9EN |
| - 5MMSOCIO: | 1.0 | Semestre 9 |
| - 5MMCYB:Human Factors for CyberSecurity | 1.0 | Semestre 9 |
| - WMMFMA41: | 3.0 | Semestre 9 |
| - 5MMTRNU: | 1.0 | Semestre 9 |
| - WMM9AM91:Advanced numerical methods for PDEs and optimal transport problems | 6.0 | Semestre 9EN |
| - 5MMART12:Art and Studies | 2.0 | Semestre 9 |
| - 5MMSE13: | 3.0 | Semestre 9 |
| - 5MMGSM:MOOC Graduate School | 3.0 | Semestre 9 |
| - 5MMGSP:Projet Graduate School | 3.0 | Semestre 9 |
| - 5MMPFTC:Principles of continuous time finance | 2.0 | Semestre 9 |
| - WMM9MO89:Virtualization | 3.0 | Semestre 9EN |
| - WMM9MO93:Scientific methodology and performance evaluation | 3.0 | Semestre 9 |
| - WMM9MO92:Advanced computer science topics | 3.0 | Semestre 9 |
| - WMMBGCF6:Project : Presentation | 0.0 | Semestre 9 |
| - WMM9MO94:Artificial Intelligence Project | 3.0 | Semestre 9 |
| - WMM9MO86:Distributed Systems | 3.0 | Semestre 9EN |
| - WMM9AM90:Mathematical optimization | 6.0 | Semestre 9EN |
| - WMM9CO11:Constraint Programming and limits of Operations Research in society" | 3.0 | Semestre 9EN |
| - WMM9AM92:Stochastic Calculus and Applications to finance | 3.0 | Semestre 9EN |
| - WMM9OGRE: | 3.0 | Semestre 9 |
| - WMM9MLP: | 3.0 | Semestre 9 |
| - 5MMNMP: | 3.0 | Semestre 9 |
