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Master - Data & Knowledge (D-K)

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

Unités d'enseignement

UE Type d'enseignement Domaines Catégorie d'UE Credit Ects Volume horaire Responsables Periode de programmation Site pédagogique
AIC-DK922 Image understanding Enseignement de Master 2 Image-Données-Signal 2 24 Isabelle BLOCH X
DK901 Social Data Management Enseignement de Master 2 2 21 Nicole BIDOIT-TOLLU,
Fabian SUCHANEK
S1-P1
DK902 Natural and Artificial Intelligence Enseignement de Master 2 2 21 Jean-Louis DESSALLES,
Silviu MANIU,
Fabian SUCHANEK
S1-P1
DK904 Data Stream Mining Enseignement de Master 2 Informatique 2 21 Albert BIFET S1-P2
DK905 Dynamic Content Management Enseignement de Master 2 0 21 Nicole BIDOIT-TOLLU,
Fabian SUCHANEK
DK906 New Data on the Web Enseignement de Master 2 Informatique 2 21 Nicole BIDOIT-TOLLU,
Fabian SUCHANEK
X
DK907 Softskills seminar Enseignement de Master 2 2 21 Nicole BIDOIT-TOLLU,
Fabian SUCHANEK
S1-P2
DK908a Big Data Processing Enseignement de Master 2 2 21 Fabian SUCHANEK S1-P1
DK908b Big Data Architectures Enseignement de Master 2 2 21 Nicole BIDOIT-TOLLU,
Fabian SUCHANEK
S1-P1
DK909 New Trends in Data& Knowledge Enseignement de Master 2 2 21 Fabian SUCHANEK
DK910a Web Data Models Enseignement de Master 2 2 21 Nicole BIDOIT-TOLLU,
Fabian SUCHANEK
S1-P1
DK910b Semantic Web Enseignement de Master 2 Informatique 2 21 Nicole BIDOIT-TOLLU,
Fabian SUCHANEK
S1-P1
DK911a Data Warehouses Enseignement de Master 2 2 21 Nicole BIDOIT-TOLLU,
Fabian SUCHANEK
S1-P1
DK911b Machine Learning Enseignement de Master 2 2 Albert BIFET S1-P1
DK914 Information Integration Enseignement de Master 2 Informatique 2 21 Fabian SUCHANEK S1-P2
DK915 Introduction to Research/Business Enseignement de Master 2 2 21 Fabian SUCHANEK S1-P1
DK916a Module Liberté - Decision Modeling Enseignement de Master 2 2 Fabian SUCHANEK
DK916b Module liberté - Data Camp Enseignement de Master 2 Informatique 2 Fabian SUCHANEK
DK917 Factorization-Based Data Analysis Enseignement de Master 2 2 Umut SIMSEKLI,
Fabian SUCHANEK
S1-P2
IA324 Image mining and content-base retrieval Enseignement de Master 2 2 24 Isabelle BLOCH S1
STGSACL300 Stage Master ParisSaclay (M2) Stages et exploration professionnelle 25 1 Marion TURGIS S2
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