Présentation de la formation

Le master informatique est composé des parcours suivants.

Première année

Seconde année

Liste des cours

Semestre 1

Master 1 INFO
  • Sémantique des langages de programmation et compilation (6 ECTS, semestre 1)
  • Génie logiciel (3 ECTS, semestre 1)
  • Conception et programmation par objets (3 ECTS, semestre 1)
  • Conception des systèmes d'exploitation et programmation concurrente  (6 ECTS, semestre 1)
  • Base de données (3 ECTS, semestre 1)
  • Introduction aux réseaux (3 ECTS, semestre 1)
  • Technique des logiciels interactifs (3 ECTS, semestre 1)
  • Anglais (3 ECTS, semestre 1)
Master 1 MOSIG
  • Programming language and compiler design (6 ECTS, semestre 1)
  • Software engineering (3 ECTS, semestre 1)
  • Principles of operating systems (6 ECTS, semestre 1)
  • Algorithms Problem Solving (3 ECTS, semestre 1)
  • Mathematics for computer science (3 ECTS, semestre 1)
  • Introduction to Visual Computing (3 ECTS, semestre 1)
  • Technical writing and speaking (3 ECTS, semestre 1)
  • Programming project (OS) (3 ECTS, semestre 1)
  • Programming project (Compiler design) (3 ECTS, semestre 1)

Semestre 2

Master 1 INFO
  • Projet (3 ECTS, semestre 2)
  • Complexité algorithmique de problèmes (3 ECTS, semestre 2)
  • Introduction à la recherche et Travail d'Etude et de Recherche (3 ECTS, semestre 2)
  • Introduction à la recherche et stage en entreprise (3 ECTS, semestre 2)
  • Algorithmes et traitement de données (3 ECTS, semestre 2)
  • Traitement d'images (3 ECTS, semestre 2)
  • Synthèse d'images (3 ECTS, semestre 2)
  • Géométrie Numérique (3 ECTS, semestre 2)
  • Planification automatique et techniques d'intelligence artificielle (3 ECTS, semestre 2)
  • Ergonomie des interfaces Homme-Machine (3 ECTS, semestre 2)
  • DevOps : Méthodes et outils (3 ECTS, semestre 2)
  • Introduction à l'administration des réseaux (3 ECTS, semestre 2)
  • Introduction à la cybersécurité (3 ECTS, semestre 2)
  • Histoire de l'informatique (3 ECTS, semestre 2)
  • Sciences Informatiques et Médiation (3 ECTS, semestre 2)
  • Introduction au pervasive computing (3 ECTS, semestre 2)
Master 1 MOSIG
  • Research Project (3 ECTS, semestre 2)
  • Research methodology (3 ECTS, semestre 2)
  • Technical writing and speaking (3 ECTS, semestre 2)
  • Database foundations (3 ECTS, semestre 2)
  • Human computer interaction (3 ECTS, semestre 2)
  • Intelligent Systems : reasoning and recognition (3 ECTS, semestre 2)
  • Computer networks principles (3 ECTS, semestre 2)
  • 3D Graphics (3 ECTS, semestre 2)
  • Introduction to Visual Computing (3 ECTS, semestre 2)
  • Fundamental Computer Science (3 ECTS, semestre 2)
Master 1 INFO & MOSIG
  • Introduction to distributed systems (3 ECTS, semestre 2)
  • Introduction to modeling and verification of digital systems (3 ECTS, semestre 2)
  • Parallel algorithms and programming (3 ECTS, semestre 2)
  • Introduction to cryptology (3 ECTS, semestre 2)
  • Robotics and IoT (3 ECTS, semestre 2)

Semestre 3

Génie Informatique (en français)
  • Projet d'intégration ECOM (6 ECTS, semestre 3) (class + altern)
  • Principes des méthodes agiles (3 ECTS, semestre 3) (class + altern)
  • Technique de communication en anglais (3 ECTS, semestre 3) (class + altern)
  • Génie logiciel : cycle de vie et qualité (6 ECTS, semestre 3) (altern)
  • Sécurité des systèmes d'information (3 ECTS, semestre 3)
  • Interaction homme-machine : multimodalité et mobilité  (3 ECTS, semestre 3)
  • Documents multimedia : description et recherche automatique (3 ECTS, semestre 3)
  • Systèmes et applications répartis (3 ECTS, semestre 3)
  • Systèmes embarqués communicants pour l'internet des objets (3 ECTS, semestre 3)
  • e-services pour le M2M et l'internet des objets (3 ECTS, semestre 3)
  • Données large échelle (3 ECTS, semestre 3)
  • Analyse des données, web des données et web sémantique (3 ECTS, semestre 3)
  • Techniques avancées de validation / tests (3 ECTS, semestre 3)
  • Principes et techniques de l'ingénierie dirigée par les modèles  (3 ECTS, semestre 3)
  • Projet et développement mobile (3 ECTS, semestre 3)
Master of Science in informatics at Grenoble (Mosig) (en anglais)
  • Architecture : component and services (3 ECTS, semestre 3)
  • Model driven engineering (3ECTS, semestre 3)
  • Process engineering (3 ECTS, semestre 3)
  • Verification and test theories (3 ECTS, semestre 3)
  • Temporal and spatial informations (3 ECTS, semestre 3)
  • Requirements engineering (3 ECTS, semestre 3)
  • Software security, secure programming and computer forensics (3 ECTS, semestre 3)
  • Data management in large-scale distributed systems (3 ECTS, semestre 3)
  • Software mining and Re-engineering (3 ECTS, semestre 3)
  • Verification of sequential programs (3 ECTS, semestre 3)
  • SAT/SMT Soving (3 ECTS, semestre 3)
  • Models and languages for model checking (3 ECTS, semestre 3)
  • Advanced verification technics and applications (3 ECTS, semestre 3)
  • Feedback control and real times systems (3 ECTS, semestre 3)
  • Probalistics, timed, and hybrid systems (3 ECTS, semestre 3)
  • Industrial processes for high-confidence design (6 ECTS, semestre 3)
  • Advanced learning models (3 ECTS, semestre 3)
  • Convex and Distributed Optimization (3 ECTS, semestre 3)
  • High performance computing for mathematical models (3 ECTS, semestre 3)
  • Fundamentals of probabilistics data mining (3 ECTS, semestre 3)
  • Computational biology (3 ECTS, semestre 3)
  • Monte-Carlo methods in financial engineering (3 ECTS, semestre 3)
  • Stochastic modelling for neurosciences (3 ECTS, semestre 3)
  • Machine Learning fundamentals (3 ECTS, semestre 3)
  • Advanced algorithms for machine learning and data mining (3 ECTS, semestre 3)
  • Information access and retrieval (3 ECTS, semestre 3)
  • Knowledge representation and reasoning (6 ECTS, semestre 3)
  • Semantic Web: from XML to OWL (6 ECTS, semestre 3)
  • Natural Language and Speech Processing (3 ECTS, semestre 3)
  • Multi-agent systems (3 ECTS, semestre 3)
  • Computer graphics II (6 ECTS, semestre 3)
  • Autonomous robotics (6 ECTS, semestre 3)
  • Category learning and object recognition (3 ECTS, semestre 3)
  • Computational geometry (3 ECTS, semestre 3)
  • Data challenges (3 ECTS, semestre 3)
  • Medical imaging, simulation and robotics (3 ECTS, semestre 3)
  • Computeur vision (6 ECTS, semestre 3)
  • Human-centered interaction (6 ECTS, semestre 3)
  • Engineering human-computer interaction (6 ECTS, semestre 3)
  • Information visualization (3 ECTS, semestre 3)
  • Wireless Networks (3 ECTS, semestre 3)
  • Distributed Systems (3 ECTS, semestre 3)
  • Advanced aspects of operating systems (6 ECTS, semestre 3)
  • Parallel systems (6 ECTS, semestre 3)
  • Embedded systems (3 ECTS, semestre 3)
  • Security and Privacy (3 ECTS, semestre 3)
  • Scientific methodology and performance evaluation (3 ECTS, semestre 3)
  • Data science seminar (3 ECTS, semestre 3)
  • Model selection for large-scale learning (3 ECTS, semestre 3)
  • Numerical optimal transport and geometry
Recherche opérationnelle, combinatoire et optimisation (ROCO) (en anglais)
  • Advanced models and methods in operations research (6 ECTS, semestre 3)
  • Combinatorial optimization and graph theory (6 ECTS, semestre 3)
  • Optimization under uncertainty (6 ECTS, semestre 3)
  • Logistic and transport (6 ECTS, semestre 3)
  • Advanced heuristic and approximation algorithms (3 ECTS, semestre 3)
  • Advanced mathematical programming methods (3 ECTS, semestre 3)
  • Efficient methods in optimization (3 ECTS, semestre 3)
  • Parallel systems (6 ECTS, semestre 3)
  • Scheduling (3 ECTS, semestre 3)
  • Graphs and discrete structures (3 ECTS, semestre 3)
  • Academic and industrial challenges (3 ECTS, semestre 3)
  • SAT/SMT Solving (3 ECTS, semestre 3)
Cybersécurité (en anglais)
  • Software security, secure programming and computer forensic (3 ECTS, semestre 3)
  • Security architectures : network, system, key managements, cybersecurity of industrial IT (6 ECTS, semestre 3)
  • Cryptographic engineering, protocols and security models, data privacy, coding and applications (6 ECTS, semestre 3)
  • Threat and risk analysis, IT security audit and norms (3 ECTS, semestre 3)
  • Physical security: embedded, smart card, quantum and biometrics (6 ECTS, semestre 3)
  • Advanced cryptology (6 ECTS, semestre 3)
  • Advanced security (6 ECTS, semestre 3)
Cybersécurité et informatique légale (en français)
  • Ingénierie cryptographique et protocoles (6 ECTS, semestre 3)
  • Architecture de sécurité (6 ECTS, semestre 3)
  • Audit et analyse de risques (6 ECTS, semestre 3)
  • Sécurité des composants et des logiciels (6 ECTS, semestre 3)
  • Informatique légale et aspects législatifs et politiques de la cybersécurité (6 ECTS, semestre 3)
Compétences Complémentaires en Informatique (CCI) (en français)
  • Algorithmique (6 ECTS, semestre 3)
  • Bases de données (3 ECTS, semestre 3)
  • Génie logiciel (3 ECTS, semestre 3)
  • Programmation et Langages (6 ECTS, semestre 3)
  • Programmation, langages et applications internet (6 ECTS, semestre 3)
  • Systèmes et réseaux (3 ECTS, semestre 3)
  • Anglais (3 ECTS)

Semestre 4

Génie informatique
  • Génie Logiciel : cycle de vie et qualité (6 ECTS, semestre 4) (class)
  • Conduite de Projets Logiciels en Entreprise (24 ECTS, semestre 4) (class)
  • Apprentissage en Entreprise (24 ECTS, semestre 4) (altern)
  • Aspects financiers et marketing (3 ECTS, semestre 4) (altern)
  • Workflow et collecticiels (3 ECTS, semestre 4)

Excepté pour les filières en alternance le semestre 4 est en règle générale dédié au stage.