ECTS
120 credits
Duration
2 years
Training Structure
College of Sciences
Language(s) of Instruction
French
Overview
The Algorithms track of the Master’s in Computer Science prepares students for the most demanding careers in the field of computer science. It provides students with a deep understanding of the discipline of computer science, combined with more specialized expertise in algorithms, operations research, or theoretical computer science. This track trains students to become key players in the field of computer science, emphasizing a solid foundation of knowledge ranging from the most fundamental concepts to their practical application in specialized programs. As a result, once students have become young computer scientists, they will be able to progress confidently throughout their careers, easily adapting to new concepts and the constant evolution inherent in the discipline. Career opportunities for graduates of this track are primarily in research and development teams within the computer science industry, as well as in specialized research in industry or academia.
Students who have completed a CMI-accredited (Master’s in Engineering)computer science bachelor’s degree may continue their studies in the CMI program in the following tracks: Algorithms (Algo), Software Engineering (GL), Imagine (Imagine), and Artificial Intelligence and Data Science (IASD). As a reminder, the Master of Engineering in Computer Science is a rigorous, intensive five-year program that builds upon the Bachelor’s–Master’s degree track in Computer Science by adding specific course units. The CMI was developed as a complementary training model for engineering professions, consisting of a five-year degree program leading to a Master’s in Engineering, corresponding to the international Master of Engineering model. This CMI designation guarantees a coherent and rigorous university curriculum preparing students for careers as expert engineers. Upon completion of the CMI in Computer Science, graduates receive—in addition to the Master’s in Computer Science—a Master’s in Management from the Institute of Business Administration (IAE), the Figure network accreditation, and a university diploma (D.U.) in the Master’s in Engineering—Computer Science program. The CMI in Computer Science is offered as a work-study Master’s 2 program.
For students interested in earning a dual degree from the IAE—a Master’s in Technology and Science Management: the option is available (based on application review) to pursue, concurrently with the initial program, a management program leading to a Master’s degree in Technology and Science Management. Over the course of the two-year program, the curriculum alternates between computer science courses (taught by the FdS) and management courses (taught by the IAE), with a joint internship approved by both institutions in the second year. This dual-degree program allows students to graduate with both a Master’s in Computer Science and a Master’s in Management of Technology and Science.
Objectives
The major challenge facing the field of computer science is adapting to technological and methodological changes. Indeed, the field is constantly evolving to meet diverse demands from both the industrial sector and end-users. Numerous companies emerge every month and then evolve through mergers, acquisitions, or transformations. As a result, there is a very strong demand for high-level IT executives who are well-educated and capable of understanding and keeping pace with these developments; our program addresses this need.
Expertise and Skills
Students gain a solid foundation in various areas of computer science and specialize in specific topics based on their interests. In these areas, students must develop both conceptual understanding and practical skills, whether in programming, proving theorems, or designing algorithms. Instruction in the core concepts of computer science is provided until students progress from conceptual understanding to practical application.
The areas of specialization we offer are algorithms, operations research, and the foundations of computer science.
Organization
Knowledge Assessment
https://mcc.umontpellier.fr/ listsall course units (UE) and their assessment methods.
Open on an alternating basis
Contract Type | Apprenticeship Contract, Professional Training Contract |
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The second year (M2) can be completed as a work-study program through professional training or apprenticeship contracts. Work-study students become employees for the duration of their M2 (typically under a contract running from September 1 to August 31). The academic year is structured as follows: during the university lecture/tutorial/lab period, the work-study student is on campus to attend classes; during university breaks and internship periods, the work-study student is at the company (1 week in November, 2 weeks in December, and from the last week of January through August 31; this amounts to 8 months out of 12 spent at the company).
It is important to note that a professional training or apprenticeship contract is a tripartite agreement between the student, the company, and the university: the approval of the program director is required; their decision is based on the student’s academic performance in the first year of the master’s program (M1) and on the recommendations of the track coordinators. Therefore, excellent academic performance in the M1 is expected in order to receive approval for the work-study program.
Program
Select a program
M1 - Algorithms
English S1
2 creditsProbability, Statistics
2 creditsOperations Research
4 creditsFoundations of Symbolic AI
4 creditsGraphs: Structures and Algorithms
4 creditsAlgebra, geometry, transformation, numerical computation
2 creditsCryptographic Foundations for Security
4 creditsLogic, Computability, and Complexity
4 creditsEfficient Algorithm Programming
4 credits
Advanced Algorithms
4 creditsT.E.R.
4 creditsEnglish S2
2 creditsComputability
4 creditsLogic for Software Engineering and AI
4 creditsFormal computation
4 creditsOperations Research - Additional Resources
4 creditsOPTION 1: ALGO INFO
4 creditsChoose one of the following two options:
Epistemology of Computer Science
4 creditsSoftware Security
4 credits
M2 - Algorithms
Industrial RO
4 creditsAutomatic Program Verification
4 creditsSpecialized Algorithms
4 creditsConferences
2 creditsConstraints
4 creditsAdvanced Formal Computation and Applications
4 creditsGraphs, Algorithms, and Complexity
4 creditsAdvanced Calculation Models
4 credits
CHOICE 1
30 creditsChoose one of the following two options:
Industrial Internship
30 creditsAcademic Internship
30 credits
Admission
Admission Requirements
The national computer science bachelor’s degree program is the general prerequisite for admission based on application materials. However, students who are motivated by fundamental computer science, have a somewhat unconventional academic background, and are willing to fill in any gaps in their knowledge are welcome. A certain ease and enjoyment in dealing with abstraction, as well as an appreciation for the beauty of reasoning or algorithms, pave the way for success in our program.
Registration Procedures
Applications can be submitted through the following platforms:
French and European students:
- For the M1 program, follow the “My Master’s” procedure on the website: https://www.monmaster.gouv.fr/
- For the M2 program, students must submit their application through the e-candidat portal: https://candidature.umontpellier.fr/candidature
International students from outside the EU: Follow the “Études en France” procedure:https://pastel.diplomatie.gouv.fr/etudesenfrance/dyn/public/authentification/login.html