INSA RENNES - Génie Mathématique (GM) - 2020/2021   versions :  

O = compulsary, C= in choice , F= optional

Semestre 5 - Parcours Formation initiale Génie Mathématique    

  ARO05-MATHS - MATHEMATICS ( 8.50 ects)    

• ARO05-OMB - Basic Mathematical Tools (O - 3.00 ects)    
• ARO05-Proba - Probability (O - 3.50 ects)    
• ARO05-REMED - Remediation (O - 2.00 ects)    

  ARO05-MOD - MODELLING ( 5.00 ects)    

• ARO05-SI - Inferential Statistics (O - 2.50 ects)    
• ARO05-MEDO - Modeling with ordinary differential equations (O - 2.50 ects)    

  ARO05-INFOS - SCIENTIFIC COMPUTING ( 8.50 ects)    

• ARO05-PYTHO - Python and Scientific Modules (O - 2.50 ects)    
• ARO05-ILM - Introduction to mathematical software (O - 2.00 ects)    
• ARO05-MNL - Numerical Methods for linear systems (O - 2.50 ects)    
• ESM05-INFOC - C language (O - 1.50 ects)    

  ARO05-SEM - SEMINAR ( 1.00 ects)    

• ARO05-SE - Business Seminar (O - 1.00 ects)    

  HUM05 - Non-scientific syllabus S5 ( 7.00 ects)    

• HUM05-RISQ - Risk Management (O - 1.50 ects)    
• HUM05-ANGL - English (O - 2.00 ects)    
• HUM05-PSH - Human sciences project (O - 2.50 ects)    
• HUM05-EPS - Sport and physical Education (O - 1.00 ects)    

  HUMF1-ELSA Mus - Music with studies ( 1.00 ects)    

• HUMF1-MUS - Music with studies (F - 1.00 ects)    

  HUMF1-SAMSTA2-4 - Work Placement ( 4.00 ects)    

• EII05-STA2-4 - 2nd Year Work Placement (F - 4.00 ects)    
• GCU05-STA2-4 - 2nd Year Work Placement (F - 4.00 ects)    
• GMA05-STA2-4 - 2nd Year Work Placement (F - 4.00 ects)    
• INF05-STA2-4 - Stage 2e année 4cr (F - 4.00 ects)    
• ARO05-STA2-4 - Stage 2ème année (F - 4.00 ects)    

Semestre 6 - Parcours Formation initiale Génie Mathématique    

  ARO06-MATHS - MATHEMATICS ( 6.00 ects)    

• ARO06-Trans - Functional Transforms and Applications (O - 3.00 ects)    
• ARO06-OC - Continious Optimization (O - 3.00 ects)    

  ARO06-MOD - MODELLING ( 10.00 ects)    

• ARO06-MRL - Linear Regression Model (O - 3.00 ects)    
• ARO06-AD - Multivariate Data Analysis (O - 2.00 ects)    
• ARO06-OD - Discrete Optimization (O - 2.00 ects)    
• ARO06-MM - Markov Models (O - 3.00 ects)    

  ARO06-INFOS - SCIENTIFIC COMPUTING ( 6.00 ects)    

• ARO06-BD - Databases (O - 3.00 ects)    
• ARO06-MNNL - Numerical Methods : nonlinear cases (O - 3.00 ects)    

  ARO06-SEM - SEMINAR ( 1.00 ects)    

• ARO06-SE - Business Seminar (C - 1.00 ects)    

  ARO06-ANAR - RINGS AND ARITHMETIC ( 1.00 ects)    

• ARO06-ANAR - Rings and Arithmetic (C - 1.00 ects)    

  HUM06 - Non-scientific syllabus S6 ( 7.00 ects)    

• HUM06-IMO - Introduction to Production and quality Management (O - 1.50 ects)    
• HUM06-ANGL - English (O - 2.00 ects)    
• HUM06-SIM - Simulation de Gestion (O - 1.50 ects)    
• HUM06-EPS - Sport and physical Education (O - 1.00 ects)    
• HUM06-PPI - Professional Project (O - 1.00 ects)    

Semestre 7 - Parcours Formation initiale Génie Mathématique    

  ARO07-MA - APPLIED MATHEMATICS ( 7.00 ects)    

• ARO07-OHA - Hilbertian Tools and Applications (O - 3.50 ects)    
         handout in English
• ARO07-MSSD - Stochastic Models of Dynamical Systems (O - 3.50 ects)    
         handout in English

  ARO07-MODS - STATISTICAL MODELLING ( 6.50 ects)    

• ARO07-MSRS - Risk Analysis and Scoring (O - 3.50 ects)    
         handout in English
• ARO07-ST - Time Series (O - 3.00 ects)    
         handout in English

  ARO07-INFOS - SCIENTIFIC COMPUTING AND DISCRETE MATHEMATICS ( 6.00 ects)    

• ARO07-POO - Object Oriented Programming in C++ (O - 2.50 ects)    
• ARO07-RO - Operational research methods (O - 3.50 ects)    
         handout in English

  ARO07-SEMP - SEMINAR AND PROJECT ( 4.50 ects)    

• ARO07-PI - Interdisciplinary Project (O - 3.50 ects)    
• ARO07-SE - Business Seminar (O - 1.00 ects)    

  HUM07 - Non-scientific syllabus S7 ( 6.00 ects)    

• HUM07-ANGL - English (O - 2.00 ects)    
• HUM07-EI - Entrepreneurship and Innovation (O - 3.00 ects)    
• HUM07-EPS - Sport and physical education (O - 1.00 ects)    

  HUMF1-ELSA Mus - Music with studies ( 1.00 ects)    

• HUMF1-MUS - Music with studies (F - 1.00 ects)    

  HUMF1-SAM STGM - SAM : Stage Complémentaire de 3ème année ( 2.00 ects)    

• ARO07-STA3-2 - Stages 3 GM (F - 2.00 ects)    

Semestre 7 - Parcours Recherche    

  ARO07-MA - APPLIED MATHEMATICS ( 7.00 ects)    

• ARO07-OHA - Hilbertian Tools and Applications (O - 3.50 ects)    
         handout in English
• ARO07-MSSD - Stochastic Models of Dynamical Systems (O - 3.50 ects)    
         handout in English

  ARO07-MODS - STATISTICAL MODELLING ( 6.50 ects)    

• ARO07-MSRS - Risk Analysis and Scoring (O - 3.50 ects)    
         handout in English
• ARO07-ST - Time Series (O - 3.00 ects)    
         handout in English

  ARO07-INFOS - SCIENTIFIC COMPUTING AND DISCRETE MATHEMATICS ( 6.00 ects)    

• ARO07-POO - Object Oriented Programming in C++ (O - 2.50 ects)    
• ARO07-RO - Operational research methods (O - 3.50 ects)    
         handout in English

  ARO07-SEMP-2 - SEMINAR AND PROJECT ( 4.50 ects)    

• ARO07-PR1 - Research Project (O - 3.50 ects)    
• ARO07-SE - Business Seminar (O - 1.00 ects)    

  HUM07 - Non-scientific syllabus S7 ( 6.00 ects)    

• HUM07-ANGL - English (O - 2.00 ects)    
• HUM07-EI - Entrepreneurship and Innovation (O - 3.00 ects)    
• HUM07-EPS - Sport and physical education (O - 1.00 ects)    

  HUMF1-ELSA Mus - Music with studies ( 1.00 ects)    

• HUMF1-MUS - Music with studies (F - 1.00 ects)    

Semestre 8 - Parcours Formation initiale Génie Mathématique    

  ARO08-INFOS - SCIENTIFIC COMPUTING AND DISCRETE MATHEMATICS ( 7.00 ects)    

• ARO08-CHP - High Performance Computing (O - 2.00 ects)    
• ARO08-MERN - Modélisation par EDP et Résolution numérique (O - 3.00 ects)    
• ARO08-PMAA - Advanced mathematical programming and applications (O - 2.00 ects)    
         handout in English

  ARO08-SN - COMPUTATIONAL SCIENCES ( 6.00 ects)    

• ARO08-PE - Design of Experiments (O - 2.00 ects)    
         handout in English
• ARO08-AS - Statistical Learning (O - 2.50 ects)    
         handout in English
• ARO08-OND - Nondifferentiable Optimization, Applications in data analysis (O - 2.00 ects)    
         handout in English
• ARO08-OGD - Large-Scale Optimization (O - 2.00 ects)    

  ARO08-SEMP - SEMINAR AND PROJECT ( 3.00 ects)    

• ARO08-BE - Engineering Practical and Realistic Study (O - 2.50 ects)    
• ARO08-SE - Business Seminar (O - 0.50 ects)    

  ARO08-STAGE - INTERNSHIP ( 8.00 ects)    

• ARO08-STAGE08 - Internship (O - 8.00 ects)    

  HUM08 - Non-scientific syllabus S8 ( 6.00 ects)    

• HUM08-ANGL - English (O - 2.00 ects)    
• HUM08-ECO - Economy and Management (O - 1.00 ects)    
• HUM08-SHES1 - Engineer & Society - M1 (O - 1.00 ects)    
• HUM08-SHES2 - Engineer & Society - M2 (O - 1.00 ects)    
• HUM08-EPS - Sport and Physical Education (O - 1.00 ects)    

  DEIF2-MOB24-GM - PROJET RECHERCHE MOBILITE ENTRANTE 24 crédits ( 24.00 ects)    

• DEIF2-MOB24-GM - Projet de recherche pour la mobilité entrante 24 créduts (C - 24.00 ects)    

Semestre 8 - Parcours Recherche    

  ARO08-INFOS - SCIENTIFIC COMPUTING AND DISCRETE MATHEMATICS ( 7.00 ects)    

• ARO08-CHP - High Performance Computing (O - 2.00 ects)    
• ARO08-MERN - Modélisation par EDP et Résolution numérique (O - 3.00 ects)    
• ARO08-PMAA - Advanced mathematical programming and applications (O - 2.00 ects)    
         handout in English

  ARO08-SN - COMPUTATIONAL SCIENCES ( 6.00 ects)    

• ARO08-PE - Design of Experiments (O - 2.00 ects)    
         handout in English
• ARO08-AS - Statistical Learning (O - 2.50 ects)    
         handout in English
• ARO08-OND - Nondifferentiable Optimization, Applications in data analysis (O - 2.00 ects)    
         handout in English
• ARO08-OGD - Large-Scale Optimization (O - 2.00 ects)    

  ARO08-SEMP-2 - SEMINAIRE ENTREPRISE ET PROJET ( 3.00 ects)    

• ARO08-PR2 - Research Project (O - 2.50 ects)    
• ARO08-SE - Business Seminar (O - 0.50 ects)    

  ARO08-STAGE - INTERNSHIP ( 8.00 ects)    

• ARO08-STAGE08 - Internship (O - 8.00 ects)    

  HUM08 - Non-scientific syllabus S8 ( 6.00 ects)    

• HUM08-ANGL - English (O - 2.00 ects)    
• HUM08-ECO - Economy and Management (O - 1.00 ects)    
• HUM08-SHES1 - Engineer & Society - M1 (O - 1.00 ects)    
• HUM08-SHES2 - Engineer & Society - M2 (O - 1.00 ects)    
• HUM08-EPS - Sport and Physical Education (O - 1.00 ects)    

Semestre 9 - Parcours Formation initiale Génie Mathématique    

  ARO09-IDS - DATA AND SYSTEMS ENGINEERING ( 13.50 ects)    

• ARO09-CO - Optimal Control (C - 4.50 ects)    
• ARO09-PARCI - Sparsity in Signal and Image Processing (O - 4.50 ects)    
• ARO09-OI - Optimization under uncertainty (O - 4.50 ects)    

  ARO09-IR - RISK ENGINEERING ( 13.50 ects)    

• ARO09-AIS - Uncertainty and Sensitivity Analysis in Engineering (O - 4.50 ects)    
• ARO09-FMDV - Reliability and Survival Analysis (O - 4.50 ects)    
• ARO09-SEER - Rare Events Estimation and Simulation (C - 4.50 ects)    

  ARO09-SE - SEMINAR ( 2.00 ects)    

• ARO09-SE - Business Seminar (O - 2.00 ects)    

  HUM09 - Non-scientific syllabus S9 ( 5.50 ects)    

• HUM09-ANGL-CONV - English S9 Conversation (C - 1.50 ects)    
• HUM09-ANGL-TOEIC - TOEIC 5th year (C - 1.50 ects)    
• HUM09-PM-A - Economics, Law and Business Studies A (Lean six sigma) (C - 2.00 ects)    
• HUM09-PM-B - Economics, Law and Business Studies B (Human Resource Management) (C - 2.00 ects)    
• HUM09-PM-C - Economics, Law and Business Studies C (Human Resources Management) (C - 2.00 ects)    
• HUM09-PM-D - Economics, Law and Business Studies D (MANAGEMENT - ETHICS - RESPONSIBILITY) (C - 2.00 ects)    
• HUM09-PM-E - Economics, Law and Business Studies E (International Strategy and Development) (C - 2.00 ects)    
• HUM09-PM-F - Economics, Law and Business Studies F (sustainable development) (C - 2.00 ects)    
• EII09-EVST - Evaluation stage (C - 1.00 ects)    
• HUM09-PM-G - Economics, Law and Business Studies G (serious game) (C - 2.00 ects)    
         course taught in English
• EII09-HUMT - Societal responsibility of business (C - 1.00 ects)    
• EII09-EVST - Evaluation stage (C - 1.00 ects)    
• INF09-DROIT - Legal Training for Engineers (C - 2.00 ects)    
• SRC09-SPEC - Conferences (C - 1.00 ects)    
• SRC09-CONF - SRC09-CONFERENCES (C - 1.00 ects)    

Semestre 10 - Parcours Formation initiale Génie Mathématique    

  ARO10-PFE - FINAL YEAR PROJECT ( 30.00 ects)    

• ARO10-PFE - End of Studies Project (O - 30.00 ects)