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Master Mathématiques et applications
Parcours Master of Science in Industrial and Applied Mathematics (MSIAM)
Présentation et objectifs
Currently, applied mathematics is an area that provides many job opportunities, in industry and in the academic world. There is a great demand for mathematical engineers on topics such as scientific computation, big data analysis, imaging and computer graphics, with applications in many fields such as physics, medicine, biology, engineering, finance, environmental sciences.
The Master of Science in Industrial and Applied Mathematics (MSIAM) offers a large spectrum of courses, covering areas where the research in applied math in Grenoble is at the best level. Our graduates are trained to become experts and leaders in scientific and technological projects where mathematical modeling and computing issues are central, in industry or research. A large and distinguished graduate Faculty participate in the program, bringing their expertise in a wide range of areas of mathematics including applied analysis, numerical analysis and scientific computing, probability theory and statistics, computational graphics, image analysis and processing, and applied geometry.
The academic program is a two-year master program (120 ECTS), fully taught in English. It combines three semesters of courses and laboratory work (90 ECTS) with a six-month individual research project (30 ECTS).
The first year is composed of a common core which provides theoretical and practical grounds in probability and statistics, PDE and modelling, images and geometry as well as computer sciences, optimisation and cryptology.
In the second year, the first semester is divided in 2 tracks :
- Modeling, Scientific Computing and Image analysis (MSCI)
- Data Science (DS)
The second semester is devoted to the master thesis project.
Présentation
Présentation
Dimension internationale :
Formation tournée vers l’internationalLa formation est intégralement donnée en anglais et est ouverte à un public international.
Compétences visées
Sciences, Technologies, SantéPartenariats:
Etablissement(s) co-accrédité(s)
- Institut Polytechnique de Grenoble
- Université Grenoble Alpes
Programme
Programme
- Semestre 7
- UE Object-oriented and software design 18h - 3 crédits
- UE Applied probability and statistics 48h - 6 crédits
- UE Partial differential equations and numerical methods 54h - 6 crédits
- UE Signal and image processing 54h - 6 crédits
- UE Geometric Modelling 54h - 6 crédits
1 élément(s) au choix parmi 2
- Semestre 8
- UE Computing science for bid data and HPC 54h - 6 crédits
- UE Project 40h - 3 crédits
- UE Internship 3 crédits
- UE Numerical optimisation 54h - 6 crédits
- UE Computer Algebra and Cryptology 51h - 6 crédits
- UE Variational methods applied to modelling 54h - 6 crédits
- UE 3D Graphics 54h - 6 crédits
- UE 3D Graphics Complementary 3 crédits
- UE Operations Research 36h - 3 crédits
- UE Operations Research Complementary 3 crédits
- UE Statistical analysis and document mining 49,5h - 6 crédits
2 élément(s) au choix parmi 7
- Semestre 9
- UE Advanced imaging 18h - 3 crédits
- UE An introduction to shape and topology optimization 18h - 3 crédits
- UE Congestion Phenomena and Compressibility for Granular Media 18h - 3 crédits
- UE Efficient methods in optimization 18h - 3 crédits
- UE Geophysical imaging 18h - 3 crédits
- UE GPU Computing 18h - 3 crédits
- UE Level set methods and optimization algorithms with applications in imaging 18h - 3 crédits
- UE Model exploration for approximation of complex, high-dimensional problems 18h - 3 crédits
- UE Modeling seminar and projects 60h - 6 crédits
- UE Numerical optimal transport and geometry 18h - 3 crédits
- UE Software development tools and methods 39h - 3 crédits
- UE Wavelets and applications 18h - 3 crédits
10 élément(s) au choix parmi 12
- Semestre 10
- UE MA research project 30 crédits
- Semestre 9
- UE Advanced algorithms for machine learning and data mining 18h - 3 crédits
- UE An introduction to shape and topology optimization 18h - 3 crédits
- UE Computational biology 18h - 3 crédits
- UE Data science seminar 18h - 3 crédits
- UE Efficient methods in optimization 18h - 3 crédits
- UE Fundamentals of probalistic data mining 18h - 3 crédits
- UE Geophysical imaging 18h - 3 crédits
- UE GPU Computing 18h - 3 crédits
- UE Information access and retrieval 18h - 3 crédits
- UE Introduction to extreme-value analysis 18h - 3 crédits
- UE Kernel methods for machine learning 18h - 3 crédits
- UE Machine Learning for Computer Vision and Audio Processing 18h - 3 crédits
- UE Machine learning fundamentals 30h - 3 crédits
- UE Model exploration for approximation of complex, high-dimensional problems 18h - 3 crédits
- UE Model selection for large-scale learning 18h - 3 crédits
- UE Modeling seminar and projects 60h - 6 crédits
- UE Numerical optimal transport and geometry 18h - 3 crédits
- UE Software development tools and methods 39h - 3 crédits
- UE Statistical methods for forecasting 18h - 3 crédits
- UE Stochastic calculus and applications to finance 18h - 3 crédits
- UE Wavelets and applications 18h - 3 crédits
10 élément(s) au choix parmi 21
- Semestre 10
- UE MA research project 30 crédits
Master Industrial and applied math 1re année
Master MSIAM-Modeling, Scientific Computing and Image analysis (MSCI) 2e année
Master MSIAM-Data science 2e année
Admission
Admission
Conditions d’admission
To be admitted to the program, candidates must have previously completed their undergraduate studies and been awarded a bachelor degree in Mathematics or Applied mathematics, or equivalent. MSIAM is a two-years master degree. Students can apply to 1st yearor directly to second year.
- Admission in MSIAM 1st year : anyone holding a 3rd year or bachelor degree in mathematics or applied mathematics or an equivalent degree, interested in pursuing a high level mathematical education and motivated by the applications of mathematics. The minimum requirement is to have earned at least the equivalent of 180 ECTS credits
- Admission in MSIAM 2nd year : anyone holding a first year of master (60 ECTS credits) in mathematics or applied mathematics or an equivalent degree, interested in pursuing a high level mathematical education and motivated by the applications of mathematics. The minimum requirement is to have earned at least the equivalent of 240 ECTS credits.
Important notes :
- Students from related backgrounds (physics, computer science, engineering,…) may also apply provided they possess outstanding mathematical qualifications and are highly motivated by applications
- Eligibility : only individuals who have an excellent academic record will be considered. Applications from students from traditionally underrepresented groups are particularly encouraged
- Academic standing : Fellows must maintain full-time status in the master’s program, and must be engaged in full-time coursework or research during the academic year (september 1st – july 31st)
Language requirements :
- Students from countries where English language is not the primary language are required to provide evidence of Competence in English. The requirement is waived for applicants from English speaking countries as well as applicants whose previous degree is from a program taught in English. English scores required: TOEFL IBT 100 min / TOEIC 750 min / IELTS 6.5 min. This is equivalent to the CEFR CEFR level B2, although we will consider applicants with a B1 level and who have an excellent academic record
- An A2 level in French is recommended
Public continuing education : You are in charge of continuing education :
- if you resume your studies after 2 years of interruption of studies
- or if you followed a formation under the regime formation continues one of the 2 preceding years
- or if you are an employee, job seeker, self-employed
If you do not have the diploma required to integrate the training, you can undertake a validation of personal and professional achievements (VAPP)
Candidature
Vous souhaitez candidater et vous inscrire ? Sachez que la procédure diffère selon le diplôme envisagé, le diplôme obtenu, ou le lieu de résidence pour les étudiants étrangers.
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Vous êtes un candidat non ressortissant de l’Union Européenne, résidant enAlgérie, Argentine, Bénin, Brésil, Burkina Faso, Cameroun, Chili, Chine, Colombie, Comores, Congo, Corée du Sud, Côte d'Ivoire, Egypte, Etats-Unis, Gabon, Guinée, Inde, Indonésie, Iran, Japon, Liban, Madagascar, Mali, Maroc, Maurice, Mauritanie, Mexique, Pérou, Russie, Sénégal, Syrie, Taïwan, Togo, Tunisie, Turquie, Vietnam.
Candidater sur études en France et sur FSA
Pour les autres candidats
Et après ?
Et après ?
Insertion professionnelle
Lors de l'enquête 2014-2015, 9 diplômés répondants sont sur le marché du travail (emploi+recherche). Parmi eux, 100% occupent un emploi 30 mois après leur diplôme.Télécharger
Contacts
Edouard Oudet
Pierre Etore
En bref
Modalités : Formation initiale / continueLangues : Anglais
Lieux : Grenoble - Domaine universitaire
Dimension internationale : Oui