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Master - Data & Knowledge (D-K)

 > M2 Mention Informatique

Objectif

(Le Master est en anglais)

The Data & Knowledge program is a second year master program (“M2”) in computer science at the University Paris-Saclay in Paris, France. It is concerned with Web data management, knowledge & semantics, big data, and data analytics from a semantic point of view.  The program is held in English (even if the "programmes" on the left say otherwise).

https://www.universite-paris-saclay.fr/fr/education/master/m2-data-knowledge-d-k#presentation-m2

contenu

 

The curriculum brings together a variety of subjects from the fields of data management, knowledge management and knowledge engineering, and machine learning, and data mining. Topics include system design and architecture, storage, indexing and optimization, data analytics, knowledge representation and reasoning, semantic interoperability, and data mining, all with a special focus on processing very large amounts of data.

The unique combination of these disciplines distinguishes us from the other M2 tracks that focus either on data management or machine learning and data mining. Another key feature is that the Data&Knowledge track is in English.

The program will allow you to

  • look under the hood of technologies that big data players such as Google, Twitter, and Facebook leverage
  • learn the principles of semantic data representation, which makes machines “understand” data
  • understand how machines (and humans) reason on data
  • discover different types of data in a variety of applications, such as bioinformatics, social media, and the Web
Programme : https://www.lri.fr/%7Econchon/master_informatique/rof_informatique/FRUAI0911101CPRPR471.xhtml

vie étudiante

informations pratiques

commentaires complémentaires

Parcours

  • D-K-M2 - Master 2 D&K Data & Knowledge
    • D-K-S3 - First semester (S3)
      • D-K-S3-1 - D&K- Mandatory courses
        • D-K907,
        • D-K908a,
        • D-K908b,
        • D-K910a,
        • D-K910b,
        • D-K911a,
        • D-K911b,
        • D-K915
      • D-K-S3-2 - D&K Six optional courses
        • AIC-D-K921,
        • AIC-D-K922,
        • D-K901,
        • D-K902,
        • D-K904,
        • D-K905,
        • D-K906,
        • D-K914,
        • D-K917
      • D-K-Liberté - Modules Liberté (choix de cours libre à Saclay)
        • D-K909,
        • D-K916a,
        • D-K916b
    • D-K-S4 - Second semester (S4)
      • D-K-STG

Unités d'enseignement

UE Type d'enseignement Domaines Catégorie d'UE Volume horaire Responsables Site pédagogique
AIC-D-K921 Image mining and content-based retrieval Enseignement de Master 2 Isabelle BLOCH
AIC-D-K922 Image understanding Enseignement scientifique & technique Image-Données-Signal 21 Isabelle BLOCH
D-K-STG 6 months Thesis Project Formation en mobilité Marion TURGIS,
Fabian SUCHANEK
D-K901 Social and Uncertain Data Management Enseignement de Master 2 21 Fabian SUCHANEK,
Antoine AMARILLI
D-K902 Natural and Artificial Intelligence Enseignement de Master 2 21 Jean-Louis DESSALLES,
Silviu MANIU,
Fabian SUCHANEK
D-K904 IoT Big Data Stream Mining Enseignement de Master 2 Informatique 21 Albert BIFET
D-K905 Dynamic Content Management Enseignement de Master 2 21 Silviu MANIU,
Fabian SUCHANEK
D-K906 Knowledge Base construction Enseignement de Master 2 Informatique 21 Silviu MANIU,
Fabian SUCHANEK
D-K907 Softskills seminar Enseignement de Master 2 21 Silviu MANIU,
Fabian SUCHANEK
D-K908a IoT Big Data Processing Enseignement de Master 2 21 Albert BIFET
D-K908b Novel Architectures for Big Data Analytics Enseignement de Master 2 21 Silviu MANIU,
Fabian SUCHANEK
D-K909 New Trends in Data& Knowledge Enseignement de Master 2 21 Fabian SUCHANEK
D-K910a Web Data Models Enseignement de Master 2 21 Silviu MANIU,
Fabian SUCHANEK
D-K910b Semantic Web Enseignement de Master 2 Informatique 21 Silviu MANIU,
Fabian SUCHANEK
D-K911a Data Warehouses Enseignement de Master 2 21 Silviu MANIU,
Fabian SUCHANEK
D-K911b Machine Learning and Data Mining Enseignement de Master 2 Albert BIFET
D-K914 Information Integration Enseignement de Master 2 Informatique 21 Fabian SUCHANEK
D-K915 Introduction to Research/Business Enseignement de Master 2 21 Fabian SUCHANEK
D-K916a Module Liberté - Decision Modeling Enseignement de Master 2 Fabian SUCHANEK
D-K916b Module liberté - Data Camp Enseignement de Master 2 Informatique Fabian SUCHANEK
D-K917 Factorization-Based Data Analysis Enseignement de Master 2 Fabian SUCHANEK,
Umut SIMSEKLI
Veuillez patienter