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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Students may select |
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De 20 à 30 credits parmi | ||||||||
Annual block | ||||||||
1 | 2 | |||||||
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Constraint programming | Yves Deville, Jean-Baptiste Mairy (compensates Yves Deville) | 30h+15h | 5 credits | 2q | x | x | |
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Applied mathematics : Optimization I | François Glineur | 30h+22.5h | 5 credits | 2q | x | x | |
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Discrete mathematics II : Algorithms and complexity | Vincent Blondel, Jean-Charles Delvenne (coord.) | 30h+22.5h | 5 credits | 2q | x | x | |
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Numerical algorithms | Paul Van Dooren | 30h+22.5h | 5 credits | 2q | x | x | |
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Multivariate Statistical Analysis | Johan Segers | 30h+15h | 4 credits | 2q | x | x | |
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Concurrent systems : models and analysis | Charles Pecheur | 30h+15h | 5 credits | 1q | x | x | |
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Machine Learning :classification and evaluation | Pierre Dupont | 30h+30h | 5 credits | 2q | x | x | |
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Information theory and coding | Jérôme Louveaux, Benoît Macq (coord.), Olivier Pereira | 30h+15h | 5 credits | 2q | x | x | |
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Numerical analysis | Paul Van Dooren | 30h+22.5h | 5 credits | 1q | x | x | |
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Discrete mathematics - Graph theory and algorithms | Vincent Blondel, Jean-Charles Delvenne (compensates Vincent Blondel) | 30h+22.5h | 5 credits | 1q | x | x | |
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Combinatorial optimization | Jean-Charles Delvenne, Julien Hendrickx | 30h+22.5h | 5 credits | 1q | x | x | |
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Stochastic modelling | Philippe Chevalier | 30h+22.5h | 5 credits | 2q | x | x | |
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Optimization models and methods | François Glineur | 30h+22.5h | 5 credits | 1q | x | x | |
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Cryptography | Olivier Pereira | 30h+15h | 5 credits | 1q | x | x | |
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Numerical Geometry | Vincent Legat, Jean-François Remacle | 30h+30h | 5 credits | 1q | x | x | |
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Advanced Numerical Methods | Philippe Chatelain, Christophe Craeye, Vincent Legat, Jean-François Remacle | 30h+30h | 5 credits | 2q | x | x | |
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Programming methods | Charles Pecheur | 30h+15h | 5 credits | 2q | x | x | |
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Data mining & decision making | Marco Saerens | 30h+30h | 5 credits | 2q | x | x | |
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Statistical computing | Céline Bugli | 20h+20h | 6 credits | 1q | x | x |