This major is available only to students who majored or minored in Applied Mathematics during their bachelor's degree programme. Students completing the major Computing and Applied Mathematics will 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.
|
|||||||||||||||||||||||||||
The student shall select 20 to 30 credits among
|
|||||||||||||||||||||||||||
Annual unit | |||||||||||||||||||||||||||
1 | 2 | ||||||||||||||||||||||||||
Content: | |||||||||||||||||||||||||||
Required courses in Computing and Applied Mathematics (20 credits) | |||||||||||||||||||||||||||
LINMA2472 | Algorithms in data science | Jean-Charles Delvenne (coord.) | , Gautier Krings (compensates Vincent Blondel)30h+22.5h | 5 credits | q1 | x | x | ||||||||||||||||||||
LINMA2710 | Scientific computing | Pierre-Antoine Absil (coord.) | , Karl Meerbergen (compensates Anthony Papavasiliou) ,30h+22.5h | 5 credits | q2 | x | x | ||||||||||||||||||||
LSINF2275 | Data mining & decision making | Marco Saerens | 30h+15h | 5 credits | q2 | x | x | ||||||||||||||||||||
LINGI2364 | Mining Patterns in Data | Siegfried Nijssen | 30h+15h | 5 credits | q2 | x | x | ||||||||||||||||||||
Elective courses in computing and applied mathematics
Student shall select max. 10 credits among
|
|||||||||||||||||||||||||||
LELEC2870 | Machine learning : regression, deep networks and dimensionality reduction | John Lee | , Michel Verleysen30h+30h | 5 credits | q1 | x | x | ||||||||||||||||||||
LINGI2266 | Advanced Algorithms for Optimization | Pierre Schaus | 30h+15h | 5 credits | q1 | x | x | ||||||||||||||||||||
LINGI2348 | Information theory and coding | Jérôme Louveaux | , Benoît Macq , Olivier Pereira30h+15h | 5 credits | q2 | x | x | ||||||||||||||||||||
LINGI2365 | Constraint programming | Pierre Schaus | , Pierre Schaus (compensates Yves Deville)30h+15h | 5 credits | q2 | x | x | ||||||||||||||||||||
LINMA2450 | Combinatorial optimization | Jean-Charles Delvenne | , Julien Hendrickx30h+22.5h | 5 credits | q1 | x | x | ||||||||||||||||||||
LINMA2470 | Stochastic modelling | Philippe Chevalier | 30h+22.5h | 5 credits | q2 | x | x | ||||||||||||||||||||
LINMA2471 | Optimization models and methods II | François Glineur | 30h+22.5h | 5 credits | q1 | x | x | ||||||||||||||||||||
LMAT2450 | Cryptography | Olivier Pereira | 30h+15h | 5 credits | q1 | x | x | ||||||||||||||||||||
LMECA2170 | Numerical Geometry | Vincent Legat | , Jean-François Remacle30h+30h | 5 credits | q1 | x | x |