Programme des cours Faculté des Sciences Appliquées Master en ingénieur civil en informatique, à finalité

Transcription

1 Vue cycle du programme des cours Bl Or Th Pr Au Cr Depending on your track record or your professional/research focus, some prerequisites/corequisites of your first year program might appear in bloc 2. You are therefore invited to go through the list of courses suggested in bloc 2 even if you enroll for the first time in this master program. To complete their curriculum, students must earn or validate the 70 credits of the compulsory courses (including the master thesis), choose one option for 20 credits and 30 credits from one of the three professional foci. Ideally, students enrolling in the master program should have acquired the skills and knowledge corresponding to the 40 credits in "Computer science" offered as part of the bachelor program in engineering. (B1 : 45Cr, B2 : 25Cr) INFO Compilers (anglais) - Pierre GEURTS - [75h B1 Q [+] 5 INFO Operating systems INFO Computation structures INFO Introduction to the theory of computation INFO Object-oriented software engineering (anglais) - Bernard BOIGELOT - [30h INFO Object-oriented programming B1 Q [+] 5 INFO Introduction to the theory of computation (anglais) - Pierre WOLPER B1 Q MATH Discrete optimization (anglais) - Quentin LOUVEAUX - [25h B1 Q [+] 5 INFO Logic (anglais) - Pascal GRIBOMONT - [10h B1 Q [+] 5 ELEN Information and coding theory (anglais) - Louis WEHENKEL - [30h GEST PROJ Principles of management (anglais) - Michael GHILISSEN, François PICHAULT, Thierry PIRONET, Didier VAN CAILLIE Integrated software project, including fundamentals in project management (anglais) - JeanLouis BINOT, Benoît DONNET, Guy LEDUC, Laurent MATHY - [290h INFO Introduction to computer networking INFO Object-oriented software engineering B1 Q [+] 5 B1 Q B1 TA 10 - [+] 10 ATFE Master thesis (anglais) - COLLÉGIALITÉ, Laurent MATHY - [750h B2 TA - - [+] 25 Optional courses (B1 : 15Cr, B2 : 35Cr) Students will choose one of the focus below and will carry it on during the second bloc (B1 : 15Cr, B2 : 15Cr) Professional focus on "Computer systems and networks" (B1 : 15Cr, B2 : 15Cr) INFO Computer network architectures and multimedia (anglais) - Guy LEDUC - [10h Labo., 25h INFO Introduction to computer networking INFO Introduction to computer security (anglais) - Benoît DONNET - [8h Labo., 30h B1 Q [+] 5 B1 Q [+] 5 Students choosing this focus shall select, in addition to 10 credits of compulsory courses, 20 credits of elective courses inside the focus. The remaining credits can be taken inside or outside the focus. prerequisites and co-requisites. Students must also be attentive to schedule constraints. (B1 : 5Cr, B2 : 15Cr) INFO Embedded systems (anglais) - Bernard BOIGELOT - Q INFO Embedded systems project (anglais) - Bernard BOIGELOT - [60h - Q2 - - [+] 2 Date de validité des données : 01/10/ Page 1 / 5

2 INFO Embedded systems INFO Network measurement and monitoring (anglais) - Benoît DONNET - [60h INFO Computer network architectures and multimedia INFO Object-oriented programming on mobile devices (anglais) - Laurent MATHY - [90h INFO Managing and securing computer networks (anglais) - Guy LEDUC - [12h Labo., 55h INFO Introduction to computer security ELEN Introduction to audio and video techniques (anglais) - JeanJacques EMBRECHTS - [8h Labo.] INFO High performance scientific computing (anglais) - Christophe GEUZAINE - [20h INFO Large-scale database systems (anglais) - Gilles LOUPPE - [45h Professional focus on "Intelligent Systems" (B1 : 15Cr, B2 : 15Cr) ELEN Introduction to machine learning (anglais) - Pierre GEURTS, Louis WEHENKEL - [40h MATH Discrete optimization - Q [+] 5 - Q [+] 5 - Q [+] 5 - Q [+] 5 - Q [+] 5 - Q [+] 5 B1 Q [+] 5 SYST Linear control systems (anglais) - Guillaume DRION - [6h Labo.] B2 Q [+] 5 Students choosing this focus shall select, in addition to 10 credits of compulsory courses, 20 credits of elective courses inside the focus. The remaining credits can be taken inside or outside the focus. prerequisites and co-requisites. Students must also be attentive to schedule constraints. (B1 : 10Cr, B2 : 10Cr) ELEN Computer vision (anglais) - Marc VAN DROOGENBROECK - [50h INFO Introduction to intelligent robotics (anglais) - Renaud DETRY - [80h ELEN Computer vision INFO Knowledge representation (anglais) - Pascal GRIBOMONT - [50h - Q [+] 5 - Q [+] 5 - Q [+] 5 INFO Web and Text Analytics (anglais) - Ashwin ITTOO - Q INFO Computational geometry (anglais) - Eric BÉCHET - [95h - Q [+] 5 MECA Kinematics and dynamics of mechanisms (anglais) - Olivier BRULS - [40h GBIO SYST Genetics and bioinformatics (anglais) - Franck DEQUIEDT, Kristel VAN STEEN - [15h (pas organisé en ) Optimal Control and Dynamic Programming (anglais) - N... - Q [+] 5 - Q [+] 5 - Q DROI Introduction to the law of robots, Law of artificial intelligence, - Q Date de validité des données : 01/10/ Page 2 / 5

3 robots and data-driven algorithmic applications (anglais) - Nicolas PETIT INFO Optimal decision making for complex problems (anglais) - Damien ERNST - [45h - Q [+] 5 INFO Advanced Machine learning (anglais) - [45h - Q [+] 5 Professional focus on "Management" (B1 : 15Cr, B2 : 15Cr) Registration to this focus only with a file (contact: C. Puit) FINA Analyse des états financiers et financement de l'entreprise B1 Q ECON Microéconomie et économie industrielle - Axel GAUTIER, Bernard THIRY B1 Q LOGI Supply Chain Management (anglais) - Yasemin ARDA B1 Q ERAS Business Simulation (anglais) - Anne CHANTEUX - [50h TD] B2 Q1 - - [+] 2 GRHO Gestion stratégique des ressources humaines - François PICHAULT DROI Droit commercial - Frédéric DAERDEN, Laurent STAS DE RICHELLE B2 Q B2 Q Students choosing this focus shall select, in addition to 27 credits of compulsory courses, 3 credits of elective courses inside the focus. One of the 3 language courses belonging to the focus must necessarily be chosen as an option in either block 1 or block 2. The remaining credits can be taken outside the focus. prerequisites and co-requisites. Students must also be attentive to schedule constraints. (B2 : 3Cr) LANG Néerlandais élémentaire 1 - Doris DE LAET B2 TA LANG Allemand élémentaire 1 - Marie MAWHIN B2 Q LANG Espagnol élémentaire 1 - Alexis ALVAREZ BARBOSA B2 Q Choose remaining credits in the lists below : (B2 : 20Cr) Optional courses outside the focus The following courses are corequisite to some compulsory courses of the master program. They must be taken as a priority, unless they were already taken as part of the bachelor in computer science, or unless the corresponding knowledge and skills have been acquired previously. MATH Introduction à l'algorithmique numérique - Quentin LOUVEAUX - [6h Labo., 45h B2 Q [+] 5 INFO Programmation avancée - Pierre GEURTS - [40h B2 Q [+] 5 INFO Introduction to computer networking (anglais) - Guy LEDUC - [12h Labo., 40h B2 Q [+] 5 INFO Computation structures (anglais) - Pierre WOLPER - [40h B2 Q [+] 5 INFO Operating systems (anglais) - Laurent MATHY - [30h B2 Q [+] 5 Computer systems and networks INFO Computer network architectures and multimedia (anglais) - Guy LEDUC - [10h Labo., 25h INFO Introduction to computer security (anglais) - Benoît DONNET - [8h Labo., 30h INFO Network measurement and monitoring (anglais) - Benoît DONNET - [60h B2 Q [+] 5 B2 Q [+] 5 B2 Q [+] 5 Date de validité des données : 01/10/ Page 3 / 5

4 INFO Computer network architectures and multimedia INFO Object-oriented programming on mobile devices (anglais) - Laurent MATHY - [90h INFO Managing and securing computer networks (anglais) - Guy LEDUC - [12h Labo., 55h INFO Introduction to computer security ELEN Introduction to audio and video techniques (anglais) - JeanJacques EMBRECHTS - [8h Labo.] INFO High performance scientific computing (anglais) - Christophe GEUZAINE - [20h B2 Q [+] 5 B2 Q [+] 5 B2 Q [+] 5 B2 Q [+] 5 INFO Advanced operating systems (anglais) - Laurent MATHY B2 Q Intelligent Systems ELEN Introduction to machine learning (anglais) - Pierre GEURTS, Louis WEHENKEL - [40h MATH Discrete optimization ELEN Computer vision (anglais) - Marc VAN DROOGENBROECK - [50h INFO Introduction to intelligent robotics (anglais) - Renaud DETRY - [80h ELEN Computer vision INFO Knowledge representation (anglais) - Pascal GRIBOMONT - [50h B2 Q [+] 5 B2 Q [+] 5 B2 Q [+] 5 B2 Q [+] 5 INFO Computational geometry (anglais) - Eric BÉCHET - [95h B2 Q [+] 5 INFO Web and Text Analytics (anglais) - Ashwin ITTOO B2 Q GBIO Other optional courses Genetics and bioinformatics (anglais) - Franck DEQUIEDT, Kristel VAN STEEN - [15h B2 Q [+] 5 INFO Embedded systems (anglais) - Bernard BOIGELOT B2 Q INFO Embedded systems project (anglais) - Bernard BOIGELOT - [60h INFO Embedded systems INFO Constraint programming projects (anglais) - Pascal GRIBOMONT - [80h INFO Knowledge representation INFO Concurrent system verification and temporal logic (anglais) - Bernard BOIGELOT, Pascal GRIBOMONT, Pierre WOLPER - [20h Prérequis : INFO Introduction to the theory of computation B2 Q2 - - [+] 2 B2 TA [+] 5 B2 Q [+] 5 INFO Computer graphics (anglais) - Eric BÉCHET - [45h B2 Q [+] 5 GBIO Topics in bioinformatics (anglais) - Kristel VAN STEEN - [35h B2 Q [+] 5 Date de validité des données : 01/10/ Page 4 / 5

5 Prérequis : GBIO Genetics and bioinformatics ELEN Audio signal processing : principles and experiments (anglais) - JeanJacques EMBRECHTS - [24h Labo., 30h MATH Introduction to numerical optimization (anglais) - Quentin LOUVEAUX - [25h GBIO Computational approaches to statistical genetics (anglais) - Kristel VAN STEEN - [35h Prérequis : GBIO Genetics and bioinformatics INGE Scientific research in engineering and its impact on innovation (anglais) - Rodolphe SEPULCHRE B2 Q1 5 - [+] 5 B2 Q [+] 5 B2 Q [+] 5 B2 Q INFO Semantic Data (anglais) - N... - [45h B2 Q [+] 5 INFO Introduction to artificial intelligence (anglais) - Gilles LOUPPE - [45h Internships and projects (maximum 15 credits) B2 Q [+] 5 ASTG Research Internship (anglais) - Benoît DONNET - [300h B2 TA - - [+] 10 ASTG Technical company internship (anglais) - Laurent MATHY - [300h PROJ Remarque : the two company internships are mutually exclusive Personal student project (anglais) - Bernard BOIGELOT, COLLÉGIALITÉ - [150h [...] With the agreement of the jury, choose 5 credits in any course programme of the University B2 TA - - [+] 10 B2 TA - - [+] 5 Crédits supplémentaires Master en ingénieur civil en informatique Students that are admitted to the master of science in Computer Science and Engineering without having obtained a degree of bachelor in engineering must add to their programme the following list of courses, to be taken in the first year of the master. INFO Programmation avancée - Pierre GEURTS - [40h B0 Q [+] 5 MATH Eléments du calcul des probabilités - Pascal GRIBOMONT - [5h B0 Q [+] 3 MATH Introduction à l'algorithmique numérique - Quentin LOUVEAUX - [6h Labo., 45h B0 Q [+] 5 INFO Programming techniques (anglais) - Laurent MATHY - [70h B0 Q [+] 5 INFO Projet de programmation - Benoît DONNET - [100h B0 Q [+] 5 MATH Introduction aux processus stochastiques, Partim 1 : Chaînes de Markov - Pierre GEURTS, N... - [10h TD] B0 Q [+] 5 Date de validité des données : 01/10/ Page 5 / 5