FS - Master en informatique 2023-2024
| Cours | Enseignant-e-s |  Automne |  Printemps | Examen | Crédits | |
|---|---|---|---|---|---|---|
| Master of Science in Computer Science | TOTAL 90 | |||||
| Teaching Units | TOTAL 60 | |||||
| General | TOTAL | |||||
| Quantitative Methods of Performance Evaluation for Computing 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 | 2ph+1ph | oral | 5 | ||
| Distributed Software Systems | TOTAL | |||||
| Mobile Communications | T. Braun | 2ph+1ph | écrit | 5 | ||
| Software Product Lines | T. Kehrer | 2ph+1ph | oral | 5 | ||
| Compiler Construction | T. Kehrer | 2ph+1ph | oral | 5 | ||
| Concurrency: Multi-core Programming and Data Processing | P. FELBER | 2ph+2ph | écrit | 5 | ||
| Advanced Software Engineering (University of Fribourg) | M. Khayati J. Pasquier | 2ph+1ph | écrit | 5 | ||
| Systems Verification | U. Ultes-Nitsche | 2ph+1ph | oral | 5 | ||
| Scientific Reading in Computer Networks | T. Braun | 1pg | controle continu | 5 | ||
| Scientific Writing in Computer Networks | T. Braun | 1pg | 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 Operating Systems | P. FELBER B. LEPERS | 1pg | controle continu | 5 | ||
| Seminar Distributed Learning Systems | Y. CHEN | 1pg | controle continu | 5 | ||
| Seminar Generative AI | Y. CHEN | 2ph | controle continu | 5 | ||
| Seminar Foundations of Dependable Systems I | U. Ultes-Nitsche | 1pg | controle continu | 5 | ||
| Seminar Foundations of Dependable Systems II | U. Ultes-Nitsche | 1pg | controle continu | 5 | ||
| Security | TOTAL | |||||
| Privacy and Data Security | C. Cachin | 2ph+1ph | oral | 5 | ||
| Security | H. SANGLARD | 2ph+2ph | oral | 5 | ||
| Seminar Cryptography and Data Security | C. Cachin P. Schneider | 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 | ||
| Document Image Analysis | R. Ingold A. Scius-Bertrand | 2ph+1ph | oral | 5 | ||
| Image Processing | R. Ingold | 2ph+1ph | oral | 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 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 | 1pg | controle continu | 5 | ||
| Seminar Affective Computing for Empathic Behaviour Change | O. Abou Khaled D. Lalanne E. Mugellini | 1pg | controle continu | 5 | ||
| Seminar Chatbots and Conversational Agents | 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 Explainable AI - Human-Computer Interaction meets Artificial Intelligence | O. Abou Khaled R. Ingold E. Mugellini | 1pg | controle continu | 5 | ||
| Seminar Human-Computer Interaction II | D. Lalanne J. Nembrini | 1pg | controle continu | 5 | ||
| Theory and Logic | TOTAL | |||||
| Proof Theory | T. Studer | 2ph+1ph | écrit | 5 | ||
| Machine learning and data mining | C. DIMITRAKAKIS | 2ph+2ph | écrit | 5 | ||
| Reinforcement Learning and Decision Making Under Uncertainty | C. DIMITRAKAKIS | 2ph+2ph | écrit | 5 | ||
| Fairness and Privacy in Machine Learning | C. DIMITRAKAKIS | 2ph+2ph | écrit | 5 | ||
| Automata on Infinite Structures | U. Ultes-Nitsche | 2ph+1ph | oral | 5 | ||
| Seminar Logic and Theoretical Computer Science | T. Studer | 2ph | controle continu | 5 | ||
| Seminar Logic and Theoretical Computer Science | T. Studer | 2ph | controle continu | 5 | ||
| Seminar Advanced Topics in Reinforcement Learning and Decision Making | C. DIMITRAKAKIS | 2ph | controle continu | 5 | ||
| Information Systems and Decision Support | TOTAL | |||||
| Design of Governance in Socio-technical Information Systems | A. SANDOZ | 2ph+2ph | oral | 5 | ||
| Advanced Mathematical Modeling and Optimization | M. Pacheco | 2ph+1ph | écrit | 5 | ||
| Introduction to Recommender Systems | L. Terán | 2ph+1ph | écrit | 5 | ||
| Graph Theory and Applications | D. Schindl | 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 | ||
| Foundations and Tools for Processing Semi-structured Data | C. Vanoirbeek | 2ph+1ph | écrit | 5 | ||
| Seminar Hands-On Recommender Systems | L. Terán | 1pg | controle continu | 5 | ||
| Seminar Life Engineering | E. Portmann | 1pg | controle continu | 5 | ||
| Seminar Public Services | 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 | |||||
| Distributed Deep Learning Systems | Y. CHEN | 2ph+2ph | oral | 5 | ||
| Big Data Infrastructures | P. Cudré-Mauroux A. Lerner | 2ph+1ph | écrit | 5 | ||
| Pattern Recognition | A. Fischer | 2ph+1ph | écrit | 5 | ||
| Social Media Analytics | P. Cudré-Mauroux M. Khayati | 2ph+1ph | écrit | 5 | ||
| Data Management Data Structures | A. Lerner | 2ph+1ph | écrit | 5 | ||
| Seminar Data Science | M. Khayati A. Lerner | 1pg | controle continu | 5 | ||
| Rattrapage | TOTAL 30 | |||||
| Structure de données et algorithmique | A. SANDOZ | 2ph+2ph | controle continu | 6 | ||
| Algèbre linéaire | M. BENAIM | 4ph+3ph | écrit | 9 | ||
| Mathématiques discrètes et applications | B. LEPERS | 2ph+2ph | écrit | 6 | ||
| Informatique générale : programmation I | P. FELBER | 2ph+2ph | controle continu | 6 | ||
| Informatique générale : programmation II | P. FELBER | 2ph+2ph | controle continu | 6 | ||
| Intelligence artificielle | C. DIMITRAKAKIS | 2ph+2ph | écrit | 6 | ||
| Operating Systems | V. Schiavoni | 2ph+2ph | écrit | 6 | ||
| Langages et compilation | P. FELBER | 2ph+2ph | oral | 6 | ||
| Software Skills Lab | V. Schiavoni | 4dj | controle continu | 5 | ||