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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 Data structures and algorithms for data analysis
Mandatory LINGI2172 Databases   Siegfried Nijssen
30h+30h  6 credits q2 x x
Mandatory LINMA2472 Algorithms in data science   Jean-Charles Delvenne (coord.)
, Gautier Krings (compensates Vincent Blondel)
30h+22.5h  5 credits q1 x x
Mandatory LDATA2010 Information visualisation   John Lee
30h+30h  5 credits q1 x x
Mandatory Machine learning
Mandatory LINGI2262 Machine Learning :classification and evaluation   Pierre Dupont
30h+30h  5 credits q2 x x
Mandatory LELEC2870 Machine learning : regression, deep networks and dimensionality reduction   John Lee
, Michel Verleysen
30h+30h  5 credits q1 x x
Mandatory LSINF2275 Data mining & decision making   Marco Saerens
30h+15h  5 credits q2 x x
Mandatory LINGI2364 Mining Patterns in Data   Siegfried Nijssen
30h+15h  5 credits q2 x x
Mandatory LINGI2261 Artificial intelligence   Yves Deville
30h+30h  6 credits q2 x x
Mandatory Statistics
Mandatory LSTAT2120 Linear models   Christian Hafner
30h+7.5h  5 credits q1 x x
Mandatory LSTAT2130 Introduction to Bayesian statistics   Philippe Lambert
15h+5h  4 credits q2 x x
Mandatory Religion courses for students in exact sciences
The students select one course between:
Optional LTECO2100 Sociétés, cultures, religions : Biblical readings   Hans Ausloos
15h  2 credits q1 x x
Optional LTECO2200 Societies-cultures-religions : Human Questions   Régis Burnet
, Dominique Martens
15h  2 credits q1 or q2 x x
Optional LTECO2300 Societies, cultures, religions : Ethical questions   Marcela Lobo Bustamante
15h  2 credits q1 x x