Option 10E - Data science [23.0]

 
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Mandatory Optional
Course not taught in 2020-2021 Periodic course not taught in 2020-2021
Periodic course taught in 2020-2021 Activity with prerequisites
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Annual unit
  1 2
Mandatory Content:
Mandatory LBRAI2219 Systems Biology Modelling   Xavier Draye (coord.)
, Mathieu Javaux
, Guillaume Lobet
30h  3 credits q2 x  
Mandatory LBRAT2102 Spatial modelling of territorial dynamics   Pierre Defourny
15h+15h  3 credits q2 x  
Mandatory LBRTI2101B Data Science in bioscience engineering   Patrick Bogaert
, Emmanuel Hanert
30h  2 credits q1 x  
Mandatory LINFO1104 Paradigmes de programmation et concurrence   Peter Van Roy
30h+30h  5 credits q2 x  
Mandatory LSTAT2110A Analyse des données   Johan Segers
15h+7.5h  3 credits q1 x  
Mandatory Courses to be chosen for 7 credits minimum (7 credits)

Minimum 7 credits
Optional LBIRA2110B Applied Econometrics   Xavier Draye
, Frédéric Gaspart
, Bernadette Govaerts
27.5h+7.5h  3 credits q1   x
Optional LBRAT2104 Land monitoring by advanced earth observation   Sophie Bontemps (compensates Pierre Defourny)
, 		22.5h+15h  3 credits q2   x
Optional LDATS2350 Data Mining   Robin Van Oirbeek
15h+15h  5 credits q2   x
Optional LELEC2870 Machine learning : regression, deep networks and dimensionality reduction   John Lee
, Michel Verleysen
30h+30h  5 credits q1   x
Optional LELEC2920 Communication networks   Sébastien Lugan (compensates Benoît Macq)
, 		30h+30h  5 credits q1   x
Optional LINGI2172 Databases   Siegfried Nijssen
30h+30h  5 credits q2   x
Optional LPHYS2162 Introduction to the physics of the climate system and its modelling   Hugues Goosse
, Jean-Pascal van Ypersele de Strihou
22.5h+22.5h  5 credits q1   x
Optional LSINF2275 Data mining & decision making   Marco Saerens
30h+15h  5 credits q2   x
Optional LSTAT2020 Statistical softwares and basic statistical programming   Céline Bugli
15h+15h  4 credits q1   x
Optional LSTAT2320 Design of experiment.   Patrick Bogaert
, Bernadette Govaerts
22.5h+7.5h  5 credits q2   x