Programme 2024-2025

Master in Mathematics, Professional focus in Data Science

 Th.+Ex.Credits/Block
12
 Th.+Ex.Credits/Block
12

Cours obligatoires

  
SMATM101Systems and controlWinkin Joseph30h+30h6
SMATM102Multivariate Data Analysis and Statistical SoftwaresVAN BEVER GERMAIN30h+30h6
SMATM103Numerical linear algebra: direct and iterative methodsSartenaer Annick30h+30h6
SMATM104Qualitative theory of dynamical systemsCarletti Timoteo30h+30h6
SMATM110Computer Programming ProjectDORCHAIN Marie, MORIAMÉ Martin, SIMAL Cédric, TILMAN Eve0h+45h3
SSPSM101Science, ethics and developmentLeyens Stéphane18h+6h3
SSPSM201Philosophy of Mathematics15h3
SMATM205Foundations of MathematicsDubussy Christophe30h3

Cours au choix

  
SMATM121General relativity and cosmologyFuzfa Andre30h+30h6
SMATM130Special questions of Mathematics 30h6
SMATM122Functional approach to dynamical systemsMAUROY Alexandre, Winkin Joseph30h+30h6
SMATM127Celestial Dynamics and resonances Libert Anne-Sophie30h+30h6
SMATM227Advanced methods for non-linear systemsMAUROY Alexandre30h+30h6
SMATM128Mathematical modelling of infectious diseasesFranco Nicolas30h+30h6
SMATM129Analyse des séries temporelles non-linéairesDaquin Jérôme30h+30h6

Mémoire

  
SMATM111Introduction to mathematical writingCarletti Timoteo, Libert Anne-Sophie15h3
SMATM201Master thesis 21

Finalité spécialisée

  
EDASM101Business intelligenceLinden Isabelle, Linden Isabelle45h+15h5
SDASM101Graph miningDaquin Jérôme20h+20h5
IDASM104Data Analytics ProjectBeuls Katrien, SIMONOFSKI Anthony, Faulkner Stéphane, Frénay Benoît, SALNIKOV Vsevolod30h+15h5
IDASM103Visualisation of informationDumas Bruno, Dumas Bruno30h+15h4
IDASM101Big data: engineering and processingCleve Anthony, Cleve Anthony30h+15h5
IDASM102Machine learning and data miningFrénay Benoît30h+15h6

Cours de langues

  
SELVM201Further training in English (level B2+)Zimmer Carole45h3
SELVM202Refresher course in Dutch (level B1)LABATE Simon, Vanparys Johan45h3

Jury

Timoteo Carletti (Chairman)
Valérie Henry (Secretary)