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Mandatory Optional
Course not taught in 2021-2022 Periodic course not taught in 2021-2022
Periodic course taught in 2021-2022 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 LINFO2172 Databases   Siegfried Nijssen
30h+30h  6 credits q2 x x
Mandatory LINMA2472 Algorithms in data science   Vincent Blondel
, Jean-Charles Delvenne (coord.)
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 LINFO2262 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 LINFO2275 Data mining & decision making   Marco Saerens
30h+15h  5 credits q2 x x
Mandatory LINFO2364 Mining Patterns in Data   Siegfried Nijssen
30h+15h  5 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