Ensimag Rubrique Formation 2022

MMIS. - Semester 5

Curriculum->MMIS.->Semester 5

Courses and group of courses name

ETCS

hours per student

Modeling, Simulation and Computation

Modeling, Calculus, Simulation

MCS Elective courses

Optimal Transport, levelset: applications to image - 5MM2531C	1.75	18.0
Wavelets and applications - 5MM2531G	1.75	18.0
Inverse methods and data assimilation - 5MM25323	1.75	18.0
Numerical methods for hyperbolic equations - 5MM25324	1.75	18.0
High performance computing for mathematical models - 5MM253C3	1.75	18.0
Technology Conferences - 5MMCTMMI	1.75	18.0
Surface modeling - 5MMMS	3.0	36.0

MCS Elective courses (choice to add up between 11.0 and 14.0 ECTS)

Scientific visualization - 5MM2535V	1.75	18.0
Advanced imaging - 5MM2536G	1.75	18.0
Medical Applications of Image - 5MMAMI	1.75	18.0
IMAGE DATABASE - 5MMBDM	1.75	18.0
GPU computing - 5MMCGPU	1.75	18.0
SOFTWARE ENGINEERING - 5MMGL	1.75	18.0
Introduction to Computer Vision - 5MMIVO	1.75	18.0
MULTIMODAL SPEECH SYNTHESIS - 5MMPLTVS	1.75	18.0

- 1st group (choice of 1 child element)
- Computational Biology & Algorithms - 5MMBCA 1.75 18.0
  INGENIERIE DE L'ANIMATION 3D - 5MMIA3D 1.75 18.0
- 2nd group (choice of 1 child element)
- Medical imaging: tomography and 3D reconstruction - 5MM25331 1.75 18.0
  COMPUTER GRAPHICS : RENDERING AND ANIMATION - 5MMSIA1 3.0 36.0

Humanities and Social Sciences
- Mandatory SHEME courses
- English - 5MMANGL0 1.75 18.0
  Business Games - 5MMBG 1.75 18.0
- Summer period PE6 - 5MM1PE6 2.0 0.0

Environment, Culture and langue (choice to add up between 1.0 and 4.0 ECTS)
- Environment and Culture (choice of between 0 and 1 child element)
- Law and IT - 5MMDROIT 1.75 18.0
  Economic Politics - 5MMEPOL 1.75 18.0
  Computer-assisted collaborative work - 5MMTCAO 1.75 18.0

2nd Language (choice of between 0 and 1 child element)

GERMAN - 5MMALLE0	1.75	18.0
SPANISH - 5MMESPA0	1.75	18.0
French - 5MMFRA	1.75	18.0
Arab (Lansad) - 5MMLARA	1.75	18.0
Chinese (Lansad) - 5MMLCHI	1.75	18.0
Italian - 5MMLITA	1.75	18.0
Japanese (Lansad) - 5MMLJAP	1.75	18.0
Portuguese (Lansad) - 5MMLPOR	1.75	18.0
Russian (Lansad) - 5MMLRUS	1.75	18.0
Sign language - 5MMLSIG	1.75	18.0
Swedish (Lansad) - 5MMLSUE	1.75	18.0

Image, Virtual Reality and Multimedia

Images, Virtual Reality and Multimedia

IRVM compulsary courses

Technology Conferences - 5MMCTMMI	1.75	18.0
Post-WIMP interactions - 5MMIPW	3.0	36.0
Introduction to Computer Vision - 5MMIVO	1.75	18.0
Surface modeling - 5MMMS	3.0	36.0
COMPUTER GRAPHICS : RENDERING AND ANIMATION - 5MMSIA1	3.0	36.0

IRVM Elective courses (choice of 7 child elements)

Optimal Transport, levelset: applications to image - 5MM2531C	1.75	18.0
Wavelets and applications - 5MM2531G	1.75	18.0
Inverse methods and data assimilation - 5MM25323	1.75	18.0
Scientific visualization - 5MM2535V	1.75	18.0
Advanced imaging - 5MM2536G	1.75	18.0
Pattern Recognition and Machine Learning - 5MM2537I	1.75	18.0
High performance computing for mathematical models - 5MM253C3	1.75	18.0
Medical Applications of Image - 5MMAMI	1.75	18.0
IMAGE DATABASE - 5MMBDM	1.75	18.0
GPU computing - 5MMCGPU	1.75	18.0
SOFTWARE ENGINEERING - 5MMGL	1.75	18.0
INGENIERIE DE L'ANIMATION 3D - 5MMIA3D	1.75	18.0
MULTIMODAL SPEECH SYNTHESIS - 5MMPLTVS	1.75	18.0

Humanities and Social Sciences
- Mandatory SHEME courses
- English - 5MMANGL0 1.75 18.0
  Business Games - 5MMBG 1.75 18.0
- Summer period PE6 - 5MM1PE6 2.0 0.0

Environment, Culture and langue (choice to add up between 1.0 and 4.0 ECTS)
- Environment and Culture (choice of between 0 and 1 child element)
- Law and IT - 5MMDROIT 1.75 18.0
  Economic Politics - 5MMEPOL 1.75 18.0
  Computer-assisted collaborative work - 5MMTCAO 1.75 18.0

2nd Language (choice of between 0 and 1 child element)

GERMAN - 5MMALLE0	1.75	18.0
SPANISH - 5MMESPA0	1.75	18.0
French - 5MMFRA	1.75	18.0
Arab (Lansad) - 5MMLARA	1.75	18.0
Chinese (Lansad) - 5MMLCHI	1.75	18.0
Italian - 5MMLITA	1.75	18.0
Japanese (Lansad) - 5MMLJAP	1.75	18.0
Portuguese (Lansad) - 5MMLPOR	1.75	18.0
Russian (Lansad) - 5MMLRUS	1.75	18.0
Sign language - 5MMLSIG	1.75	18.0
Swedish (Lansad) - 5MMLSUE	1.75	18.0

Modeling in Biology and Bioinformatics

Bio-informatics

Compulsary for BIO

Medical imaging: tomography and 3D reconstruction - 5MM25331	1.75	18.0
Computational biology - 5MM2533I	1.75	18.0
Pattern Recognition and Machine Learning - 5MM2537I	1.75	18.0
Medical Applications of Image - 5MMAMI	1.75	18.0
Computational Biology & Algorithms - 5MMBCA	1.75	18.0
Bioinformatics - 5MMBIOI3	3.0	36.0
Technology Conferences - 5MMCTMMI	1.75	18.0

BIO Elective courses (choice to add up between 10.0 and 14.0 ECTS)

Wavelets and applications - 5MM2531G	1.75	18.0
Advanced imaging - 5MM2536G	1.75	18.0
Kernel methods in machine learning - 5MM2536I	1.75	18.0
High performance computing for mathematical models - 5MM253C3	1.75	18.0
IMAGE DATABASE - 5MMBDM	1.75	18.0
GPU computing - 5MMCGPU	1.75	18.0
SOFTWARE ENGINEERING - 5MMGL	1.75	18.0
MULTIMODAL SPEECH SYNTHESIS - 5MMPLTVS	1.75	18.0
Stochastic Modelling for Neurosciences - 5MMS538I	1.75	18.0

Humanities and Social Sciences
- Mandatory SHEME courses
- English - 5MMANGL0 1.75 18.0
  Business Games - 5MMBG 1.75 18.0
- Summer period PE6 - 5MM1PE6 2.0 0.0

Environment, Culture and langue (choice to add up between 1.0 and 4.0 ECTS)
- Environment and Culture (choice of between 0 and 1 child element)
- Law and IT - 5MMDROIT 1.75 18.0
  Economic Politics - 5MMEPOL 1.75 18.0
  Computer-assisted collaborative work - 5MMTCAO 1.75 18.0

2nd Language (choice of between 0 and 1 child element)

GERMAN - 5MMALLE0	1.75	18.0
SPANISH - 5MMESPA0	1.75	18.0
French - 5MMFRA	1.75	18.0
Arab (Lansad) - 5MMLARA	1.75	18.0
Chinese (Lansad) - 5MMLCHI	1.75	18.0
Italian - 5MMLITA	1.75	18.0
Japanese (Lansad) - 5MMLJAP	1.75	18.0
Portuguese (Lansad) - 5MMLPOR	1.75	18.0
Russian (Lansad) - 5MMLRUS	1.75	18.0
Sign language - 5MMLSIG	1.75	18.0
Swedish (Lansad) - 5MMLSUE	1.75	18.0

Update - 01/01/1970

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