Major in Computing and Applied Mathematics

info2m  2016-2017  Louvain-la-Neuve


Students choosing the major Computing and Applied Mathematics must be able to:
  • Understand both applied mathematics and computing including algorithms, scientific calculations, computer system modelling, optimisation, automated learning or data mining,
  • Understand and use the methods and techniques related to advanced algorithms such as optimisation methods, constraint programming, algorithms of graphs, numerical algorithms or analysis and design of algorithms,
  • Identify and use models and techniques relating to statistics, automated learning and data mining; understand categories of applications used for the processing of raw data as well as automatic forms used to mine information out of large data sets.

 
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Cette option est limitée aux étudiants ayant suivi la paire majeure/mineure INFO/MAP ou le bachelier SINF avec l'équivalent d'une mineure en mathématiques. Il sélectionnent de 20 à 30 crédits parmi

Annual block
  1 2

Mandatory Required courses in Computing and Applied Mathematics

  De 20 à 30 credits parmi

Mandatory LINGI2262 Machine Learning :classification and evaluation   Pierre Dupont;
30h+30h  5 credits 2q x x
Mandatory LINMA2472 Algorithms in data science   Vincent Blondel (coord );
Jean-Charles Delvenne;
Gautier Krings (compensates Vincent Blondel);
30h+22.5h  5 credits 1q x x
Mandatory LINMA2710 Scientific computing   Pa Absil (coord );
Anthony Papavasiliou;
30h+22.5h  5 credits 2q x x
Mandatory LSINF2275 Data mining & decision making   Marco Saerens;
30h+15h  5 credits 2q x x
 
Optionnal Elective courses in computing and applied mathematics

Student shall select 10 credits among  

Optionnal LELEC2870 Machine Learning : regression, dimensionality reduction and data visualization   John Lee (compensates Michel Verleysen);
Michel Verleysen;
30h+30h  5 credits 1q x x
Optionnal LINGI2266 Advanced Algorithms for Optimization   Pierre Schaus;
30h+15h  5 credits 1q x x
Optionnal LINGI2348 Information theory and coding   Jerome Louveaux;
Jerome Louveaux (compensates Olivier Pereira);
Benoit Macq (coord );
Olivier Pereira;
30h+15h  5 credits 2q x x
Optionnal LINGI2365 Constraint programming   Yves Deville;
Christophe Lecoutre (compensates Yves Deville);
30h+15h  5 credits 2q x x
Optionnal LINMA2450 Combinatorial optimization   Jean-Charles Delvenne;
Julien Hendrickx;
30h+22.5h  5 credits 1q x x
Optionnal LINMA2470 Stochastic modelling   Philippe Chevalier;
30h+22.5h  5 credits 2q x x
Optionnal LINMA2471 Optimization models and methods   Francois Glineur;
30h+22.5h  5 credits 1q x x
Optionnal LMAT2450 Cryptography   Francois Koeune (compensates Olivier Pereira);
Olivier Pereira;
Thomas Peters (compensates Olivier Pereira);
Francois-Xavier Standaert (compensates Olivier Pereira);
30h+15h  5 credits 1q x x
Optionnal LMECA2170 Numerical Geometry   Vincent Legat;
Jean-Francois Remacle;
30h+30h  5 credits 1q x x