Study Programmes 2017-2018
Block view of the study programmeOrThPrOtCr
Block 1
Compulsory Courses
Computer Science, Applied Mathematics and Data Science fundamentals :
 INFO0016-1Q13030-5
 Introduction to the theory of computation (english language) - Pierre Wolper
 MATH0461-2Q13020[+]5
 Introduction to numerical optimization (english language) - Quentin Louveaux - [25h Proj.]
 INFO8006-1Q12510[+]5
 Introduction to artificial intelligence (english language) - Gilles Louppe - [45h Proj.]
 ELEN0062-1Q1305[+]5
 Introduction to machine learning (english language) - Pierre Geurts, Louis Wehenkel - [40h Proj.]
Optional courses
Single focus
Professional focus
 MATH2021-1Q115-[+]3
 High-dimensional data analysis (english language) - Gentiane Haesbroeck - [10h Labo., 15h Proj.]
 INFO8002-1Q12510[+]5
 Large-scale database systems (english language) - Gilles Louppe - [45h Proj.]
 PROJ0016-1TA10-[+]7
 Big data project (english language) - Bertrand Cornélusse, Pierre Geurts, Gilles Louppe - [180h Proj.]
 ELEN0060-2Q23015[+]5
 Information and coding theory (english language) - Louis Wehenkel - [30h Proj.]
 INFO8004-1Q2305[+]5
 Advanced Machine learning (english language) - Pierre Geurts, Gilles Louppe, Louis Wehenkel - [45h Proj.]
 INFO8005-1Q22510[+]5
 Semantic Data (english language) - N... - [45h Proj.]
Choose 10 credits in the following list :
 INFO8003-1Q22510[+]5
 Optimal decision making for complex problems (english language) - Damien Ernst - [45h Proj.]
 INFO0027-2Q23024[+]5
 Programming techniques (english language) - Laurent Mathy - [70h Proj.]
 INFO0049-1Q23025[+]5
 Knowledge representation (english language) - Pascal Gribomont - [50h Proj.]
 INFO0010-4Q2352[+]5
 Introduction to computer networking (english language) - Guy Leduc - [12h Labo., 40h Proj.]
 INFO0045-3Q23010[+]5
 Introduction to computer security (english language) - Benoît Donnet - [8h Labo., 30h Proj.]
Block 2
Compulsory Courses
 ATFE9009-1TA---30
 Master thesis and internship (english language)
 GEST3162-1Q12525-5
 Principles of management (english language) - Michael Ghilissen, Michael Ghilissen, François Pichault, Thierry Pironet, Didier Van Caillie
 DROI8031-3Q120--5
 Introduction to the law of robots, including linguistic support, Law of artificial intelligence, robots and data-driven algorithmic applications (english language) - Nicolas Petit
Remarque : students who have already acquired the skills and knowledge of GEST3162 (or equivalent) will replace it by GEST3032 (see options below).
Optional courses
Choose 20 credits in the following lists :
Optional courses in computer science
 INFO0027-2Q23024[+]5
 Programming techniques (english language) - Laurent Mathy - [70h Proj.]
 INFO0049-1Q23025[+]5
 Knowledge representation (english language) - Pascal Gribomont - [50h Proj.]
 INFO2049-1Q130--5
 Web and Text Analytics (english language) - Ashwin Ittoo
 ELEN0016-2Q13010[+]5
 Computer vision (english language) - Marc Van Droogenbroeck - [50h Proj.]
 INFO0939-1Q13015[+]5
 High performance scientific computing (english language) - Christophe Geuzaine - [20h Proj.]
 INFO0948-2Q2304[+]5
 Introduction to intelligent robotics (english language) - Renaud Detry - [80h Proj.]
 INFO0010-4Q2352[+]5
 Introduction to computer networking (english language) - Guy Leduc - [12h Labo., 40h Proj.]
 INFO0045-3Q23010[+]5
 Introduction to computer security (english language) - Benoît Donnet - [8h Labo., 30h Proj.]
 INFO8003-1Q22510[+]5
 Optimal decision making for complex problems (english language) - Damien Ernst - [45h Proj.]
Optional courses in applied mathematics
 MATH2022-1Q12412[+]5
 Large sample analysis : theory and practice (english language) - N..., Yvik Swan - [40h Proj.]
 MATH0462-1Q13020[+]5
 Discrete optimization (english language) - Quentin Louveaux - [25h Proj.]
 MQGE0002-3Q230--5
 Computational Optimization (english language) - Yves Crama
Optional courses in bioinformatics
 GBIO0002-1Q13015[+]5
 Genetics and bioinformatics (english language) - Franck Dequiedt, Kristel Van Steen - [15h Proj.]
 GBIO0009-1Q12515[+]5
 Topics in bioinformatics (english language) - Kristel Van Steen - [35h Proj.]
 GBIO0030-1Q22515[+]5
 Computational approaches to statistical generics (english language) - Kristel Van Steen - [35h Proj.]
Optional course in management
 GEST3032-1Q130--5
 eBusiness and eCommerce (english language) - Ashwin Ittoo
Miscellaneous
 STAT0079-1Q215-[+]5
 SAS certification (english language) - Michael Schyns - [25h Mon. WS]
 INGE0012-1Q23030-5
 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.-
Bloc d'aménagement du programme de l'année
Crédits supplémentaires Master en ingénieur civil en sciences des données (120 ECTS)
Optional courses
Students who are admitted to this master without having acquired equivalent courses must add them to the programme of their first year.

1. Basic courses of a bachelor degree of science in engineering, including courses equivalent to :
 MATH0002-4Q12222-4
 Mathematical analysis 1 - Eric Delhez
 MATH0003-1Q22515-3
 Geometry - Pierre Lecomte
 MATH0013-1Q13020-5
 Algebra - Eric Delhez
 MATH0062-1Q21510[+]3
 Elements of probability calculus - Louis Wehenkel - [25h Proj.]
 MATH0487-2Q11510[+]3
 Elements of statistics - Louis Wehenkel - [25h Proj.]
 MATH0488-1Q21010[+]2
 Elements of stochastic processes - Maarten Arnst, Vincent Denoël, Pierre Geurts, Louis Wehenkel - [30h Proj.]
 INFO2009-2Q12414[+]4
 Introduction to computer science - Benoît Donnet - [8h Labo.]
 MATH0006-3Q12020-4
 Introduction to numerical analysis (english language) - Quentin Louveaux
 MECA0003-2Q12030-4
 Rational Mechanics - Eric Delhez
 SYST0002-2Q13030[+]5
 Introduction aux signaux et systèmes - Guillaume Drion - [15h Proj.]

2.  Additional courses in computer science :
 INFO0902-1Q23020[+]5
 Data structures and algorithms - Pierre Geurts - [40h Proj.]
 INFO0009-1Q23025[+]5
 Database (general organisation) - Pierre Wolper - [25h Proj.]
 INFO0054-1Q23025[+]5
 Functional programming - Pascal Gribomont - [15h Proj.]
 INFO0062-1Q23024[+]5
 Object-oriented programming (english language) - Bernard Boigelot - [20h Proj.]

3. A level B2 in English