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  3. Study programme 2019-2020
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  5. Ecole Polytechnique de Louvain
  6. Master [120] in Data Science: Information Technology

Core courses

dati2m  2019-2020  Louvain-la-Neuve

 
> Legend
Annual block
  1 2
Mandatory Data structures and algorithms for data analysis
Mandatory LINGI2172 Databases   Siegfried Nijssen
30h+30h  6 credits 2q x x
Mandatory LINMA2472 Algorithms in data science   Vincent Blondel
, Jean-Charles Delvenne (coord.)
, Gautier Krings (compensates Vincent Blondel)
30h+22.5h  5 credits 1q x x
Mandatory LDATA2010 Information visualisation   John Lee
30h+30h  5 credits 1q x x
 
Mandatory Machine learning
Mandatory LINGI2262 Machine Learning :classification and evaluation   Pierre Dupont
30h+30h  5 credits 2q x x
Mandatory LELEC2870 Machine Learning : regression, dimensionality reduction and data visualization   John Lee (compensates Michel Verleysen)
, Michel Verleysen
30h+30h  5 credits 1q x x
Mandatory LSINF2275 Data mining & decision making   Marco Saerens
30h+15h  5 credits 2q x x
Mandatory LINGI2364 Mining Patterns in Data   Siegfried Nijssen
30h+15h  5 credits 2q x x
Mandatory LINGI2261 Artificial intelligence: representation and reasoning   Yves Deville
30h+30h  6 credits 1q x x
 
Mandatory Statistics
Mandatory LSTAT2120 Linear models   Christian Hafner
30h+7.5h  5 credits 1q x x
Mandatory LSTAT2130 Introduction to Bayesian statistics   Philippe Lambert
15h+5h  4 credits 2q x x
 
Mandatory Sciences religieuses

Maximum un cours parmi  

Optionnal LTECO2100 Sociétés, cultures, religions : Biblical readings   Hans Ausloos
15h  2 credits 1q x x
Optionnal LTECO2200 Societies-cultures-religions : Human Questions   Régis Burnet
, Dominique Martens
15h  2 credits 1 ou 2q x x
Optionnal LTECO2300 Societies, cultures, religions : Ethical questions   Marcela Lobo Bustamante
15h  2 credits 1q x x