FS - Master en informatique 2026-2027
Les acquis de formation sont consultables dans le plan d'études du cursus ou du pilier.
| Cours | Enseignant-e-s |  Automne |  Printemps | Examen | Crédits | |
|---|---|---|---|---|---|---|
| Master of Science in Computer Science | TOTAL 90 | |||||
| Teaching Units | TOTAL 60 | |||||
| General | TOTAL | |||||
| Modeling and Scaling of Generative AI Systems | Y. CHEN | 2ph+2ph | oral | 5 | ||
| User Centered Design (University of Fribourg) | D. Lalanne | 2ph+1ph | écrit | 5 | ||
| Multimodal User Interfaces | D. Lalanne | 2ph+1ph | écrit | 5 | ||
| Fabrication and Prototyping in the LearningLab | J. Nembrini S. Ruffieux | 2ph+1ph | oral | 5 | ||
| Entrepreneurship for Computer Scientists: From Startup Idea to Working Prototype | P. Cudré-Mauroux | 1pg | controle continu | 5 | ||
| Distributed Software Systems | TOTAL | |||||
| Advanced Networking and Future Internet | T. Braun | 2ph+1ph | écrit | 5 | ||
| Distributed Algorithms | C. Cachin | 2ph+1ph | oral | 5 | ||
| Network Security | T. Braun | 2ph+1ph | écrit | 5 | ||
| Software Product Lines | T. Kehrer | 2ph+1ph | écrit | 5 | ||
| Compiler Construction | T. Kehrer | 2ph+1ph | écrit | 5 | ||
| Concurrency: Multi-core Programming and Data Processing | P. FELBER | 2ph+2ph | écrit | 5 | ||
| Advanced Software Engineering (University of Fribourg) | A. Fischer | 2ph+1ph | écrit | 5 | ||
| Scientific Reading in Computer Networks | T. Braun | 1pg | controle continu | 5 | ||
| Scientific Writing in Computer Networks | T. Braun | 1pg | controle continu | 5 | ||
| Seminar Communication and Distributed Systems | T. Braun | 2ph | controle continu | 5 | ||
| Seminar Software Engineering | T. Kehrer | 2ph | controle continu | 5 | ||
| Scientific Reading in Computer Networks | T. Braun | 1pg | controle continu | 5 | ||
| Scientific Writing in Computer Networks | T. Braun | 1pg | controle continu | 5 | ||
| Seminar Communication and Distributed Systems | T. Braun | 2ph | controle continu | 5 | ||
| Seminar Software Engineering | T. Kehrer | 2ph | controle continu | 5 | ||
| Seminar Hot Topics in Applied Security | P. FELBER V. Schiavoni | 2ph | controle continu | 5 | ||
| Seminar Foundations of Dependable Systems I | U. Ultes-Nitsche | 1pg | controle continu | 5 | ||
| Security | TOTAL | |||||
| Cryptography | C. Cachin | 2ph+1ph | oral | 5 | ||
| Security: Advanced Topics | H. SANGLARD | 2ph+2ph | oral | 5 | ||
| Cryptographic Algorithms | G. DILL | 2ph+2ph | oral | 5 | ||
| Seminar Cryptography and Data Security | C. Cachin | 2ph | controle continu | 5 | ||
| Seminar Cryptography and Data Security | C. Cachin | 2ph | controle continu | 5 | ||
| Visual Computing | TOTAL | |||||
| Computer Vision | P. Favaro | 2ph+1ph | écrit | 5 | ||
| Deep Learning | P. Favaro | 2ph+1ph | écrit | 5 | ||
| 3D Geometry Processing | D. Bommes | 2ph+1ph | écrit | 5 | ||
| Applied Optimization | D. Bommes | 2ph+1ph | écrit | 5 | ||
| Graph Based Pattern Recognition | K. Riesen | 2ph+1ph | écrit | 5 | ||
| Design and Graphics Programming for Game Development (University of Fribourg) | M. Rigamonti | 2ph+1ph | écrit | 5 | ||
| Seminar Computer Graphics and Geometry Processing | D. Bommes | 2ph | controle continu | 5 | ||
| Seminar Machine Learning and Artificial Intelligence | P. Favaro | 2ph | controle continu | 5 | ||
| Seminar Pattern Recognition | K. Riesen | 2ph | controle continu | 5 | ||
| Seminar Applied Optimization | D. Bommes | 2ph | controle continu | 5 | ||
| Seminar Machine Learning and Artificial Intelligence | P. Favaro | 2ph | controle continu | 5 | ||
| Seminar Pattern Recognition | K. Riesen | 2ph | controle continu | 5 | ||
| Seminar Generative AI | O. Abou Khaled P. Cudré-Mauroux E. Mugellini | 1pg | controle continu | 5 | ||
| Seminar Human-Computer Interaction I | D. Lalanne J. Nembrini | 1pg | controle continu | 5 | ||
| Seminar Human-Centered AI - Human-Computer Interaction meets Artificial Intelligence | O. Abou Khaled E. Mugellini | 1pg | controle continu | 5 | ||
| Seminar Human-Computer Interaction II | D. Lalanne J. Nembrini | 1pg | controle continu | 5 | ||
| Theory and Logic | TOTAL | |||||
| Machine learning and data mining | C. DIMITRAKAKIS | 2ph+2ph | écrit | 5 | ||
| Reinforcement Learning and Decision Making Under Uncertainty | C. DIMITRAKAKIS | 2ph+2ph | écrit | 5 | ||
| Automata on Infinite Structures | U. Ultes-Nitsche | 2ph+1ph | oral | 5 | ||
| Graph Theory | C. Dallard | 2ph+1ph | écrit | 5 | ||
| Algorithm Design | C. Dallard | 2ph+1ph | écrit | 5 | ||
| Seminar Logic and Theoretical Computer Science | G. Metcalfe T. Studer | 2ph | controle continu | 5 | ||
| Seminar Logic and Theoretical Computer Science | G. Metcalfe T. Studer | 2ph | controle continu | 5 | ||
| Seminar Advanced Topics in Reinforcement Learning and Decision Making | Y. CHEN C. DIMITRAKAKIS | 1pg | controle continu | 5 | ||
| Information Systems and Decision Support | TOTAL | |||||
| Design of Governance in Socio-technical Information Systems | A. SANDOZ | 2ph+2ph | oral | 5 | ||
| Mathematical Modeling and Linear Optimization | M. Pacheco | 2ph+1ph | écrit | 5 | ||
| Recommender Systems | L. Terán | 2ph+1ph | écrit | 5 | ||
| Fuzzy Sets and Systems II | E. Portmann | 2ph+1ph | écrit | 5 | ||
| Fuzzy Sets and Systems I | E. Portmann | 2ph+1ph | écrit | 5 | ||
| Computing with Words | E. Portmann | 2ph+1ph | 2ph+1ph | écrit | 5 | |
| Seminar Life Engineering | E. Portmann | 1pg | controle continu | 5 | ||
| Seminar Urban Computing | E. Portmann | 1pg | controle continu | 5 | ||
| Seminar Life Engineering | E. Portmann | 1pg | controle continu | 5 | ||
| Seminar Social Computing | E. Portmann | 1pg | controle continu | 5 | ||
| Data Science | TOTAL | |||||
| Agentic Systems | Y. CHEN | 2ph+2ph | oral | 5 | ||
| Big Data Infrastructures | P. Cudré-Mauroux | 2ph+1ph | écrit | 5 | ||
| Social Media Analytics | M. Khayati | 2ph+1ph | écrit | 5 | ||
| Geometry and Topology in Machine Learning | I. García-Redondo B. Grossenbacher-Rieck | 2ph+1ph | 2ph+1 | 5 | ||
| Topological Data Analysis | B. Grossenbacher-Rieck E. Xinyi Wang | 2ph+1ph | 2ph+1ph | 5 | ||
| Seminar Trustworthy AI Models and Systems | Y. CHEN C. DIMITRAKAKIS | 2ph | controle continu | 5 | ||
| Seminar Data Science | M. Khayati | 1pg | controle continu | 5 | ||
| Rattrapage | TOTAL 30 | |||||
| Structure de données et algorithmique | A. SANDOZ | 2ph+2ph | controle continu | 6 | ||
| Mathématiques discrètes et applications | G. DILL | 2ph+2ph | écrit | 6 | ||
| Informatique générale : programmation I | P. FELBER | 2ph+2ph | controle continu | 6 | ||
| Systèmes concurrents et distribués | P. FELBER | 2ph+2ph | écrit | 6 | ||
| Informatique générale : programmation II | P. FELBER | 2ph+2ph | controle continu | 6 | ||
| Systèmes d'exploitation | V. Schiavoni | 2ph+2ph | écrit | 6 | ||
| Intelligence artificielle | C. DIMITRAKAKIS | 2ph+2ph | écrit | 6 | ||
| Langages et compilation | P. FELBER | 2ph+2ph | écrit | 6 | ||
| Software Skills Lab | V. Schiavoni | 4dj | controle continu | 5 | ||
| JMCS Prérequis | C. DIMITRAKAKIS P. FELBER | 1pg | 1pg | controle continu | 5 | |