Option 10F - Data science [15.0]

 
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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
Click on the course title to see detailed informations (objectives, teaching methods, evaluation...)
Annual unit
  1 2
Mandatory Content:
Mandatory LBRTI2101B Data Science in bioscience engineering   Patrick Bogaert
, Emmanuel Hanert
30h  2 credits q1 x  
Mandatory LBRTI2102 Process-based modelling in bioscience engineering   Emmanuel Hanert
30h+15h  5 credits q1   x
Mandatory Courses to be chosen for 8 credits minimum

Minimum 8 credits
Optional LBIRA2110B Applied Econometrics   Xavier Draye
, Frédéric Gaspart
, Bernadette Govaerts
27.5h+7.5h  3 credits q1 x x
Optional LBRAT2102 Spatial modelling of territorial dynamics   Pierre Defourny
15h+15h  3 credits q2 x x
Optional LBRAT2104 Land monitoring by advanced earth observation   Sophie Bontemps (compensates Pierre Defourny)
, 		22.5h+15h  3 credits q2 x x
Optional LELEC2870 Machine learning : regression, deep networks and dimensionality reduction   John Lee
, Michel Verleysen
30h+30h  5 credits q1 x x
Optional LINGI2172 Databases   Siegfried Nijssen
30h+30h  6 credits q2 x x
Optional LSINF2275 Data mining & decision making   Marco Saerens
30h+15h  5 credits q2 x x
Optional LSTAT2020 Statistical softwares and basic statistical programming   Céline Bugli
15h+15h  4 credits q1 x x