Option 10A - Data science [30.0]

 
> Légende
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 LBRAI2219 Systems Biology Modelling   Xavier Draye (coord.)
, Mathieu Javaux
, Guillaume Lobet
30h  3 credits q2 x  
Mandatory LBRAI2222 Compléments de biométrie et plans expérimentaux   Xavier Draye (coord.)
, Bernadette Govaerts
22.5h+15h  3 credits q2   x
Mandatory LBRTI2101 Data Science in bioscience engineering   Patrick Bogaert (coord.)
, Emmanuel Hanert
52.5h+15h  5 credits q1 x  
Mandatory LBRTI2102 Process-based modelling in bioscience engineering   Emmanuel Hanert
30h+15h  5 credits q1 x  
Mandatory LINFO1104 Paradigmes de programmation et concurrence   Peter Van Roy
30h+30h  5 credits q2 x  
Mandatory LINMA2472 Algorithms in data science   Jean-Charles Delvenne (coord.)
, Gautier Krings (compensates Vincent Blondel)
30h+22.5h  5 credits q1 x  
Mandatory Courses to be chosen for 4 credits minimum

Minimum 4 credits
Optional LBRAT2104 Land monitoring by advanced earth observation   Sophie Bontemps (compensates Pierre Defourny)
, 		22.5h+15h  3 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  6 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 LBRAI2220 Génétique quantitative, amélioration et biotechnologies végétales   Pierre Bertin (coord.)
, Xavier Draye
, Xavier Draye (compensates Philippe Baret)
40h+10h  5 credits q2 x x