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Computing and Applied Mathematics [0.0]

Students who have completed the "Computing and Applied Mathematics" option will be able to :
  • Apprehend fields of engineering requiring a synergy between applied mathematics and computing, such as algorithms, scientific calculation, modelling of computing systems, optimisation, machine learning or data mining.
  • Understand and effectively implement methods and techniques based on advanced algorithms such as optimisation methods, constraint programming, graph algorithms, numerical algorithms or analysis and conception of algorithms.
  • Identify and implement models and techniques related to statistics, machine learning and data mining; apprehend classes of application such as data processing, pattern recognition or automatic extraction of information from large data collections.
Legend
MandatoryOptional
Courses not taught this academic yearPeriodic courses not taught this academic year
Periodic courses taught this academic yearTwo year courses
Click on the course code to see detailed informations (objectives, methods, evaluation...)
Year
12

The student shall select 26 to 30 credits from amongst from 26 to 30 credits among

MandatoryCompulsory courses in computing and applied mathematics
Mandatory LINMA2710

Numerical algorithms Paul Van Dooren30h + 22.5h 5credits 2q xx
Mandatory LINMA2111

Discrete mathematics II : Algorithms and complexity  Vincent Blondel30h + 22.5h 5credits 2q xx
Mandatory LINMA1702

Applied mathematics : Optimization I Vincent Blondel, François Glineur (coord.)30h + 22.5h 5credits 2q xx
Mandatory LINGI2365

Constraint programming Yves Deville30h + 15h 5credits 2q xx

MandatoryElective courses in computing and applied mathematics
Optional LINMA1170

Numerical analysis Pierre-Antoine Absil, Paul Van Dooren (coord.)30h + 22.5h 5credits 1q xx
Optional LINMA1691

Discrete mathematics - Graph theory and algorithms  Vincent Blondel30h + 22.5h 5credits 1q xx
Optional LINMA2450

Combinatorial optimization  Jean-Charles Delvenne30h + 22.5h 5credits 1q xx
Optional LINMA2470

Discrete stochastic models  Philippe Chevalier30h + 22.5h 5credits 2q xx
Optional LINMA2471

Optimization models and methods François Glineur30h + 22.5h 5credits 1q xx
Optional LMAT2450

Cryptography Olivier Pereira30h + 15h 5credits 1q xx
Optional LINGI2262

Machine Learning :classification and evaluation Pierre Dupont30h + 30h 5credits 1q xx
Optional LINGE1222

Multivariate Statistical Analysis Johan Segers30h + 15h 4credits 2q xx
Optional LSTAT2020

Statistical computing Céline Bugli (supplée Bernadette Govaerts), Bernadette Govaerts20h + 20h 6credits 1q xx
Optional LSINF2275

Data mining & decision making Marco Saerens30h + 30h 5credits 2q xx
Optional LSINF2224

Programming methods Charles Pecheur30h + 15h 5credits 2q xx
Optional LINGI2339

Abstract interpretation N.30h + 15h 5credits 1qPeriodic courses not taught this academic year xx
Optional LINGI2348

Information theory and coding Jérôme Louveaux, Benoît Macq (coord.), Olivier Pereira30h + 15h 5credits 2q xx
Optional LINGI2143

Concurrent systems : models and analysis Charles Pecheur30h + 15h 5credits 1q xx
Optional LMECA2300

Advanced Numerical Methods Christophe Craeye, Vincent Legat, Jean-François Remacle30h + 30h 5credits 2q xx
Optional LMECA2170

Numerical Geometry in CAD Vincent Legat, Jean-François Remacle30h + 30h 5credits 1q xx
 
| 22/11/2010 |