Présentation

Master Informatique Parcours Cyber-Physical Social Systems

Objectifs

CPS2 est un parcours international du master en Informatique de l’Université de Lyon proposé en commun par l’Université de Saint-Étienne et Mines Saint-Étienne - Institut Mines Télécom. Le but de ce programme est de donner aux étudiants une solide expertise en Intelligence Artificielle et Internet des Objets, leur permettant de développer des modèles et des technologies pour les applications actuelles et future dédiée à l’industrie et à la société. Après avoir validé ce programme, les étudiants maitriseront les technologies et les méthodes de conceptions et d’intégration des systèmes cyber-physiques intelligents. L’industrie 4.0 et les villes intelligentes sont des exemples de systèmes cyber-physiques.

CPS2 is an international track of the master in Computer Science of University of Lyon, jointly operated by University of Saint-Étienne and Mines Saint-Étienne - Institut Mines Télécom. The aim of this program is to provide students with strong expertise on Artificial Intelligence and Internet of Things to develop theoretical models and technologies for current and future applications in industry and society. After validating this programme, students will master the necessary technologies and methods to design and integrate intelligent cyber-physical systems. Industry 4.0, smart cities are examples of socio-cyber physical systems.

Pour qui ?

Conditions d'admission

APPLICATIONS FOR 2025–2027
Most students, French or foreigners, must apply via the application form of Université Jean Monnet.
Deadline for non-EU applicants: NOW CLOSED
Deadlines for EU applicants: 30 June
Final notification: 15 July

Et après ?

Débouchés

Quelques exemples de débouchés professionnels :

• Responsables de domaine informatique
• Architectes en systèmes cyber-physiques
• Ingénieurs support en conception et développement de systèmes cyber-physiques
• Experts en systèmes socio-techniques
• Consultants fonctionnel
• Assistants à maîtrise d’ouvrage en applications santé, transport, énergie et environnement.

Informations supplémentaires

Registration and tuition fees

Tuitions fees are the following (in 2024-2025):
M1: national tuition fees €250 + CVEC* €103 + €500
M2: national tuition fees €250 + CVEC* €103 + €250

*The Contribution Vie Étudiante et de Campus (CVEC) administrative fee is compulsory for all undergraduate, graduate and PhD students. It includes the health insurance, access to sport and cultural facilities of the University. 

The extra cost contributes to:
French courses;
A dedicated secretariat, with help for housing, prefecture, opening of accounts, various…;
A Welcome week (explanation of the “academic landscape” and general, company conference,…).

More information

Contact

Programme

Master Informatique Parcours Cyber-Physical Social Systems

Programme

New: UJM students have the opportunity to spend their second year at the Aoyama Gakuin University, Japan, and earn two degrees upon completion of the program.

M1 Curriculum - SEMESTER 1

30 ECTS, from September to January

• Overview of research, development and innovation activities: 4 ECTS
• Data interoperability and semantics: 2 ECTS
• CPS2 engineering and development: 6 ECTS
  1. Part 1: Everything from the command line
  2. Part 2: Technological foundations of software development
  3. Part 3: System Engineering
• Mobile programming: 2 ECTS
• Web programming: 5 ECTS
• Programming connected devices: 5 ECTS
  1. Part 1: Embedded programming with Arduino
  2. Part 2: Embedded programming with CircuitPython
• Foreign language: 3 ECTS
• Machine learning: 3 ECTS

M1 Curriculum - SEMESTER 2

30 ECTS, from January to June

• Integrative development of a CPS2: 4 ECTS
• Knowledge Representation and Problem Solving: 4 ECTS
  1. Part 1: Knowledge Representation
  2. Part 2: Problem Solving
• Multi-agent programming: 3 ECTS
• From statistics to data mining: 5 ECTS
• Internet of things and the web of things: 2 ECTS
• Internship: 12 ECTS

M2 Curriculum - SEMESTER 1

30 ECTS, from September to January

• Research and Development Project: 5 ECTS
• Scientific writing: 4 ECTS
• Professional insertion: 2 ECTS
• Digital Twins: 4 ECTS
• Multi Agent Coordination: 5 ECTS
• Semantic Web: 5 ECTS
• Cloud and Edge Infrastructures: 3 ECTS
• Cybersecurity: 2 ECTS

M2 Curriculum - SEMESTER 2

30 ECTS

• Master thesis - Internship from early February to late July: 30 ECTS

Syllabus