Study Programmes 2017-2018
Cycle view of the study programmeBlOrThPrOtCr
Compulsory Courses (B1 : 20Cr, B2 : 40Cr)
Computer Science, Applied Mathematics and Data Science fundamentals :
 INFO0016-1B1Q13030-5
 Introduction to the theory of computation (english language) - Pierre Wolper
 MATH0461-2B1Q13020[+]5
 Introduction to numerical optimization (english language) - Quentin Louveaux - [25h Proj.]
 INFO8006-1B1Q12510[+]5
 Introduction to artificial intelligence (english language) - Gilles Louppe - [45h Proj.]
 ELEN0062-1B1Q1305[+]5
 Introduction to machine learning (english language) - Pierre Geurts, Louis Wehenkel - [40h Proj.]
 ATFE9009-1B2TA---30
 Master thesis and internship (english language)
Management and legal issues :
 GEST3162-1B2Q12525-5
 Principles of management (english language) - Michael Ghilissen, Michael Ghilissen, François Pichault, Thierry Pironet, Didier Van Caillie
 DROI8031-3B2Q120--5
 Introduction to the law of robots, including linguistic support, Law of artificial intelligence, robots and data-driven algorithmic applications (english language) - Nicolas Petit
Notice : students who have already acquired the skills and knowledge of GEST3162 (or equivalent) will replace it by GEST3032 (see options below).
Optional courses (B1 : 40Cr, B2 : 20Cr)
Single focus (B1 : 30Cr)
Professional focus (B1 : 30Cr)
 MATH2021-1B1Q115-[+]3
 High-dimensional data analysis (english language) - Gentiane Haesbroeck - [10h Labo., 15h Proj.]
 INFO8002-1B1Q12510[+]5
 Large-scale database systems (english language) - Gilles Louppe - [45h Proj.]
 PROJ0016-1B1TA10-[+]7
 Big data project (english language) - Bertrand Cornélusse, Pierre Geurts, Gilles Louppe - [180h Proj.]
 ELEN0060-2B1Q23015[+]5
 Information and coding theory (english language) - Louis Wehenkel - [30h Proj.]
 INFO8004-1B1Q2305[+]5
 Advanced Machine learning (english language) - Pierre Geurts, Gilles Louppe, Louis Wehenkel - [45h Proj.]
 INFO8005-1B1Q22510[+]5
 Semantic Data (english language) - N... - [45h Proj.]
Choose 10 credits in the following list : (B1 : 10Cr)
 INFO8003-1B1Q22510[+]5
 Optimal decision making for complex problems (english language) - Damien Ernst - [45h Proj.]
 INFO0027-2B1Q23024[+]5
 Programming techniques (english language) - Laurent Mathy - [70h Proj.]
 INFO0049-1B1Q23025[+]5
 Knowledge representation (english language) - Pascal Gribomont - [50h Proj.]
 INFO0010-4B1Q2352[+]5
 Introduction to computer networking (english language) - Guy Leduc - [12h Labo., 40h Proj.]
 INFO0045-3B1Q23010[+]5
 Introduction to computer security (english language) - Benoît Donnet - [8h Labo., 30h Proj.]
Choose 20 credits in the following lists : (B2 : 20Cr)
Optional courses in computer science
 INFO0027-2B2Q23024[+]5
 Programming techniques (english language) - Laurent Mathy - [70h Proj.]
 INFO0049-1B2Q23025[+]5
 Knowledge representation (english language) - Pascal Gribomont - [50h Proj.]
 INFO2049-1B2Q130--5
 Web and Text Analytics (english language) - Ashwin Ittoo
 ELEN0016-2B2Q13010[+]5
 Computer vision (english language) - Marc Van Droogenbroeck - [50h Proj.]
 INFO0939-1B2Q13015[+]5
 High performance scientific computing (english language) - Christophe Geuzaine - [20h Proj.]
 INFO0948-2B2Q2304[+]5
 Introduction to intelligent robotics (english language) - Renaud Detry - [80h Proj.]
 INFO0010-4B2Q2352[+]5
 Introduction to computer networking (english language) - Guy Leduc - [12h Labo., 40h Proj.]
 INFO0045-3B2Q23010[+]5
 Introduction to computer security (english language) - Benoît Donnet - [8h Labo., 30h Proj.]
 INFO8003-1B2Q22510[+]5
 Optimal decision making for complex problems (english language) - Damien Ernst - [45h Proj.]
Optional courses in applied mathematics
 MATH2022-1B2Q12412[+]5
 Large sample analysis : theory and practice (english language) - N..., Yvik Swan - [40h Proj.]
 MATH0462-1B2Q13020[+]5
 Discrete optimization (english language) - Quentin Louveaux - [25h Proj.]
 MQGE0002-3B2Q230--5
 Computational Optimization (english language) - Yves Crama
Optional courses in bioinformatics
 GBIO0002-1B2Q13015[+]5
 Genetics and bioinformatics (english language) - Franck Dequiedt, Kristel Van Steen - [15h Proj.]
 GBIO0009-1B2Q12515[+]5
 Topics in bioinformatics (english language) - Kristel Van Steen - [35h Proj.]
 GBIO0030-1B2Q22515[+]5
 Computational approaches to statistical generics (english language) - Kristel Van Steen - [35h Proj.]
Optional course in management
 GEST3032-1B2Q130--5
 eBusiness and eCommerce (english language) - Ashwin Ittoo
Miscellaneous
 STAT0079-1B2Q215-[+]5
 SAS certification (english language) - Michael Schyns - [25h Mon. WS]
 INGE0012-1B2Q23030-5
 Scientific research in engineering and its impact on innovation (english language) - Rodolphe Sepulchre
[...]With the agreement of the President of the Jury, students may also choose up to 15 credits in the application area of their Master thesis in other programmes of the university -
[...]With the agreement of the President of the Jury, students may also choose 5 credits in any other programme of the university.-
Crédits supplémentaires Master en sciences des données (120 ECTS)
Optional courses (B0 : 60Cr)
The following courses are prerequisites for some courses of this master programme. Therefore, students who are admitted to this master without having acquired equivalent courses must add them to the programme of their first year. (B0 : 60Cr)
 MATH2007-1B0Q13040-6
 Mathematics - Françoise Bastin
 MATH2019-1B0Q23030-5
 Mathématiques pour l'informatique 1 - Emilie Charlier, N...
 MATH2020-1B0Q13030-5
 Mathématiques pour l'informatique 2 - Emilie Charlier, N...
 MATH0499-1B0Q12520-4
 Graph theory - Michel Rigo
 MATH0495-1B0Q11515[+]3
 Elements of probability calculus - Pascal Gribomont - [5h Proj.]
 MATH0487-2B0Q11510[+]3
 Elements of statistics - Louis Wehenkel - [25h Proj.]
 MATH1222-3B0Q22010[+]5
 Introduction to stochastic processes, Markov chains - Céline Esser, Pierre Geurts - [10h Mon. WS]
 INFO0946-1B0Q13020[+]5
 Introduction to computer programming - Benoît Donnet - [10h Labo.]
 INFO2050-1B0Q12520[+]5
 Advanced computer programming - Pierre Geurts - [40h Proj.]
 INFO0009-1B0Q23025[+]5
 Database (general organisation) - Pierre Wolper - [25h Proj.]
 MATH0500-1B0Q12414[+]5
 Introduction to numerical algorithmic - Quentin Louveaux - [6h Labo., 45h Proj.]
 INFO0054-1B0Q23025[+]5
 Functional programming - Pascal Gribomont - [15h Proj.]
 INFO0062-1B0Q23024[+]5
 Object-oriented programming (english language) - Bernard Boigelot - [20h Proj.]

Students must have a level B2 in English