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  3. Study programme 2018-2019
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  5. Ecole Polytechnique de Louvain
  6. Master [120] in Data Science Engineering

Core courses

date2m  2018-2019  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)
, Leto Peel (compensates Jean-Charles Delvenne)
30h+22.5h  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 1q 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 LSTAT2150 Nonparametric statistics: smoothings methods   Rainer von Sachs
15h+5h  4 credits 1q x x
 
Mandatory Sciences religieuses

Maximum un cours parmi  

Mandatory LTECO2100 Questions of religious sciences: Biblical readings   Hans Ausloos
15h  2 credits 1q x x
Mandatory LTECO2200 Questions of religious sciences: reflections about Christian faith   Dominique Martens
15h  2 credits 2q x x
Mandatory LTECO2300 Questions of religious sciences: questions about ethics   Marcela Lobo Bustamante
15h  2 credits 1q x x
 
Mandatory Cours au choix

L'étudiant complète le tronc commun (pour atteindre au minimum 60 crédits) en choisissant des cours parmi : les cours obligatoires ou au choix des deux options ci-dessous, qui n'ont pas déjà été comptabilisés à titre d'option, ou parmi les cours suivants :  

Mandatory Data structures and algorithms for data analysis
Mandatory LSINF2345 Languages and algorithms for distributed Applications   Peter Van Roy
30h+15h  5 credits 2q x x
Mandatory LELEC2770 Privacy Enhancing technology   Olivier Pereira (coord.)
, François-Xavier Standaert
30h+30h  5 credits 1q x x
Mandatory Machine learning, vision and artificial intelligence
Mandatory LELEC2885 Image processing and computer vision   Christophe De Vleeschouwer (coord.)
, Laurent Jacques
30h+30h  5 credits 1q x x
Mandatory LGBIO2010 Bioinformatics   Pierre Dupont
30h+30h  5 credits 2q x x
Mandatory LINGI2263 Computational Linguistics   Pierre Dupont
, Cédrick Fairon
30h+15h  5 credits 1q x x
Mandatory LINGI2348 Information theory and coding   Christophe De Vleeschouwer (compensates Benoît Macq)
, Jérôme Louveaux
, Benoît Macq
, Olivier Pereira
30h+15h  5 credits 2q x x
Mandatory LINGI2369 Artificial intelligence and machine learning seminar   Yves Deville (compensates Pierre Dupont)
, Pierre Dupont
, Siegfried Nijssen
, Pierre Schaus (compensates Pierre Dupont)
30h  3 credits 1q x x
Mandatory LDATA2010 Information visualisation   John Lee
30h+30h  5 credits 1q x x