Master of science in computer science

Résumé

The mission of the international track of our master of science in computer science is to prepare and train the next generation of decision and data scientists. Read more

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scolarite@isima.fr
Téléphone : 04 73 40 50 35 ou  04 73 40 50 29

Details

Published on 24 juin 2022

Introduction

The mission of the international track of our master of science in computer science is to prepare and train the next generation of decision and data scientists. M.s. international-track students will familiarize themselves with a broad range of theoretical and computational techniques from many areas of the mathematical and computational sciences.

The students will develop an expertise in cutting-edge techniques for decision and data sciences through courses taught by distinguished researchers and significant involvement in research activities. Upon receiving the M.S. degree, these students will be competent not only in designing effective and innovative methodologies for decision making and data management, but also in identifying and implementing the most pertinent software.

The graduating students will be well-prepared to pursue a Doctor of Philosophy degree and hence excel in academic or industrial research-and-development jobs. The M.S. International Track in entirely taught and managed in English to make it accessible to international students who do not speak French. Its program is structured to introduce the students to the foundations of decision and data sciences and make them develop deep knowledge in their chosen area of specialization. M.S. International-Track students enrolled through an exchange agreement with Clermont Auvergne INP might be eligible for a diplôme d'ingénieur ISIMA as well.

Places

Aubière

Person in charge of the academic program

  • M. Herve KERIVIN

Partnership

Corporations

Michelin, Dassault, Almerys, Braincube, Orange Labs, Coffreo, EDF, Limagrain, DeltaMu, Perfect Memory, Lojelis... 

Admission

  • Conditions of applications

    Entering students are expected to either already hold or be half-way through completion of a master's degree in mathematical sciences, computer science, or related fields.

    University Clermont Auvergne offers several merit-based scholarships for high-caliber students enrolled in the M.S. International Track, with a preference given to students interested in pursuing a Doctor of Philosophy degree.

Program

Les informations ci-dessous sont données à titre indicatif et peuvent faire l'objet de mises à jour.

Content of the academic programm

Core courses

  1. Fundamentals of Optimization - 3 ECTS
  2. Algorithms and Complexity - 3 ECTS
  3. Machine Learning and Data Mining - 3 ECTS
  4. Seminar Series - 3 ECTS

+ Master's thesis at Research Laboratory LIMOS - 9 ECTS

One specialization to choose between:

Decision science

  1. Combinatorial Optimization at Work - 3 ECTS
  2. Approximation Algorithms - 3 ECTS
  3. Decision and Learning under Uncertainty - 3 ECTS
  4. Graphs and Algorithms - 3 ECTS
  5. Advanced Topics in Optimization - 3 ECTS

Data science

  1. High Performance Computing - 3 ECTS
  2. Advanced topics in maching learning and datamining - 3 ECTS
  3. Knowledge representation and reasoning - 3 ECTS
  4. Mobile networks and Mobile Data Collection - 3 ECTS
  5.  Information System Security - 3 ECTS
 

Program prerequisites 

Entering students are expected to either already hold or be half-way through completion of a master's degree in mathematical sciences, computer science, or related fields.

University Clermont Auvergne offers several merit-based scholarships for high-caliber students enrolled in the M.S. International Track, with a preference given to students interested in pursuing a Doctor of Philosophy degree.

    • A five-to-six month internship in an academic research institute or an industrial research-and-development department anywhere in the world.
    • Starting after March 1st
    • 21 ECTS

What's next ?

Level of education obtained after completion

Year of highschool graduation

Bac +5

Level of education obtained after completion

Level 7: Master's degree