2017-2018 / Master

Computer science (120 ECTS)

120 crédits

Block view

  • Organisation
  • Théorie
  • Pratique
  • Autres
  • Crédits

Block 1

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.

Compulsory Courses

CodeDétailsOrganisationThéoriePratiqueAutresCrédits
INFO0085-1Compilers (english language) - [75h Projet]
Corequisite
INFO0940-1
Operating systems
INFO0012-2
Computation structures
INFO2050-1
Programmation avancée
INFO0016-1
Introduction to the theory of computation
Q225-[+]5
INFO0051-1Logic (english language) - [10h Projet] Q13025[+]5
INFO0016-1Introduction to the theory of computation (english language) Q13030-5
MATH0462-1Discrete optimization (english language) - [25h Projet]
Corequisite
MATH0500-1
Introduction à l'algorithmique numérique
Q13020[+]5
PROJ0010-1Integrated software project, including fundamentals in project management (english language) - [290h Projet]
Corequisite
INFO0063-1
Object-oriented software engineering
INFO0010-4
Introduction to computer networking
TA10-[+]10

Optional courses

Choose one focus among the three below

Professional focus on "Computer systems and networks"

CodeDétailsOrganisationThéoriePratiqueAutresCrédits
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.
The regulation allows students to choose elective courses during the block of their choice, in accordance with the prerequisites and co-requisites. Students must also be attentive to schedule constraints.

Compulsory Courses

INFO0031-1Computer network architectures and multimedia (english language) - [10h Laboratory work, 25h Projet]
Corequisite
INFO0010-4
Introduction to computer networking
Q135-[+]5
INFO0045-3Introduction to computer security (english language) - [8h Laboratory work, 30h Projet] Q23010[+]5

Choose 20 credits in the following list :

CodeDétailsOrganisationThéoriePratiqueAutresCrédits
INFO0064-2Embedded systems (english language) Q12520-3
INFO2055-1Embedded systems project (english language) - [60h Projet]
Corequisite
INFO0064-2
Embedded systems
Q2--[+]2
INFO0941-1Network measurement and monitoring (english language) - [60h Projet]
Corequisite
INFO0031-1
Computer network architectures and multimedia
Q220-[+]5
INFO2051-1Object-oriented programming on mobile devices (english language) - [90h Projet] Q21510[+]5
INFO0056-1Managing and securing computer networks (english language) - [12h Laboratory work, 55h Projet]
Corequisite
INFO0045-3
Introduction to computer security
Q230-[+]5
ELEN0002-2Introduction to audio and video techniques (english language) - [8h Laboratory work] Q13022[+]5
INFO0939-1High performance scientific computing (english language) - [20h Projet] Q13015[+]5
INFO8002-1Large-scale database systems (english language) - [45h Projet] Q12510[+]5
INFO2060-1Advanced operating systems (english language) Q13030-5

Professional focus on "Intelligent Systems"

CodeDétailsOrganisationThéoriePratiqueAutresCrédits
Students choosing this focus shall select, in addition to 5 credits of compulsory courses, 25 credits of elective courses inside the focus. The remaining credits can be taken inside or outside the focus.
The regulation allows students to choose elective courses during the block of their choice, in accordance with the prerequisites and co-requisites. Students must also be attentive to schedule constraints.

Compulsory Courses

ELEN0062-1Introduction to machine learning (english language) - [40h Projet]
Corequisite
MATH0462-1
Discrete optimization
Q1305[+]5

Choose 25 credits in the following list :

CodeDétailsOrganisationThéoriePratiqueAutresCrédits
ELEN0016-2Computer vision (english language) - [50h Projet] Q13010[+]5
INFO0948-2Introduction to intelligent robotics (english language) - [80h Projet]
Corequisite
ELEN0016-2
Computer vision
ELEN0062-1
Introduction to machine learning
Q2304[+]5
INFO0049-1Knowledge representation (english language) - [50h Projet]
Corequisite
INFO0051-1
Logic
Q23025[+]5
INFO2049-1Web and Text Analytics (english language)
Corequisite
ELEN0062-1
Introduction to machine learning
Q130--5
INFO2046-2Computational geometry (english language) - [95h Projet] Q125-[+]5
GBIO0002-1Genetics and bioinformatics (english language) - [15h Projet] Q13015[+]5
SYST0021-1(pas organisé en 2017-2018) Optimal Control and Dynamic Programming (english language)
N...
Q23030-5
DROI8031-3Introduction to the law of robots, including linguistic support, Law of artificial intelligence, robots and data-driven algorithmic applications (english language) Q120--5
INFO8004-1Advanced Machine learning (english language) - [45h Projet] Q2305[+]5

Professional focus on "Management"

CodeDétailsOrganisationThéoriePratiqueAutresCrédits
Registration to this focus only with a file (contact: C. Puit)
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, for 3 credits. The remaining credits can be taken inside or outside the focus.
The regulation allows students to choose elective courses during the block of their choice, in accordance with the prerequisites and co-requisites. Students must also be attentive to schedule constraints.

Compulsory Courses

FINA0001-1Financial statement analysis and financing an enterprise Q245--5
ECON2259-1Microeconomics and industrial economy Q24015-5
LOGI0010-1Supply Chain Management (english language) Q245--5
ERAS0011-1Business Simulation (english language) - [50h Monitored workshops] Q1--[+]2
GRHO0001-4Strategic Human Resources Management Q145--5
DROI0174-2Commercial law Q245--5

Choose one of the three following courses :

CodeDétailsOrganisationThéoriePratiqueAutresCrédits
LANG1936-1Elementary Dutch 1 TA30--3
LANG1933-1Elementary German 1 Q230--3
LANG1934-1Elementary Spanish 1 TA30--3

Block 2

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.

Compulsory Courses

CodeDétailsOrganisationThéoriePratiqueAutresCrédits
ATFE0002-1Master thesis (english language) - [750h Projet]
Collégialité, Laurent Mathy
TA--[+]25

Optional courses

Choose remaining credits in the lists below :

CodeDétailsOrganisationThéoriePratiqueAutresCrédits

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 (Are involved in these courses bachelors in "Informatique de gestion" and "Informatique et systèmes who must take these courses during the block 1").

MATH0500-1Introduction to numerical algorithmic - [6h Laboratory work, 45h Projet] Q12414[+]5
INFO2050-1Advanced computer programming - [40h Projet] Q12520[+]5
INFO0010-4Introduction to computer networking (english language) - [12h Laboratory work, 40h Projet] Q2352[+]5
INFO0012-2Computation structures (english language) - [40h Projet] Q13025[+]5
INFO0940-1Operating systems (english language) - [30h Projet] Q2306[+]5
INFO0063-1Object-oriented software engineering (english language) - [30h Projet] Q13024[+]5
[...] With the agreement of the jury, choose 5 credits in any course programme of the University :5

Computer systems and networks

INFO0031-1Computer network architectures and multimedia (english language) - [10h Laboratory work, 25h Projet] Q135-[+]5
INFO0045-3Introduction to computer security (english language) - [8h Laboratory work, 30h Projet] Q23010[+]5
INFO0941-1Network measurement and monitoring (english language) - [60h Projet]
Corequisite
INFO0031-1
Computer network architectures and multimedia
Q220-[+]5
INFO2051-1Object-oriented programming on mobile devices (english language) - [90h Projet] Q21510[+]5
INFO0056-1Managing and securing computer networks (english language) - [12h Laboratory work, 55h Projet]
Corequisite
INFO0045-3
Introduction to computer security
Q230-[+]5
ELEN0002-2Introduction to audio and video techniques (english language) - [8h Laboratory work] Q13022[+]5
INFO0939-1High performance scientific computing (english language) - [20h Projet] Q13015[+]5
INFO2060-1Advanced operating systems (english language)
Prerequisite
INFO0940-1
Operating systems
Q13030-5
INFO8002-1Large-scale database systems (english language) - [45h Projet] Q12510[+]5

Intelligent Systems

ELEN0062-1Introduction to machine learning (english language) - [40h Projet]
Corequisite
MATH0462-1
Discrete optimization
Q1305[+]5
ELEN0016-2Computer vision (english language) - [50h Projet] Q13010[+]5
INFO0948-2Introduction to intelligent robotics (english language) - [80h Projet]
Corequisite
ELEN0016-2
Computer vision
ELEN0062-1
Introduction to machine learning
Q2304[+]5
INFO0049-1Knowledge representation (english language) - [50h Projet]
Corequisite
INFO0051-1
Logic
Q23025[+]5
INFO2046-2Computational geometry (english language) - [95h Projet] Q125-[+]5
INFO2049-1Web and Text Analytics (english language)
Corequisite
ELEN0062-1
Introduction to machine learning
Q130--5
GBIO0002-1Genetics and bioinformatics (english language) - [15h Projet] Q13015[+]5
DROI8031-3Introduction to the law of robots, including linguistic support, Law of artificial intelligence, robots and data-driven algorithmic applications (english language) Q120--5
INFO8004-1Advanced Machine learning (english language) - [45h Projet] Q2305[+]5

Other optional courses

INFO0064-2Embedded systems (english language) Q12520-3
INFO2055-1Embedded systems project (english language) - [60h Projet]
Corequisite
INFO0064-2
Embedded systems
Q2--[+]2
INFO0050-1Constraint programming projects (english language) - [80h Projet]
Corequisite
INFO0049-1
Knowledge representation
TA1510[+]5
INFO0060-1Concurrent system verification and temporal logic (english language) - [20h Projet]
Prerequisite
INFO0051-1
Logic
INFO0016-1
Introduction to the theory of computation
Q23010[+]5
INFO0026-3Computer graphics (english language) - [45h Projet] Q22424[+]5
GBIO0009-1Topics in bioinformatics (english language) - [35h Projet]
Prerequisite
GBIO0002-1
Genetics and bioinformatics
Q12515[+]5
ELEN0019-2Audio signal processing : principles and experiments (english language) - [24h Laboratory work, 30h Projet] Q15-[+]5
MATH0461-2Introduction to numerical optimization (english language) - [25h Projet] Q13020[+]5
GBIO0030-1Computational approaches to statistical generics (english language) - [35h Projet]
Prerequisite
GBIO0002-1
Genetics and bioinformatics
Q22515[+]5
GBIO0031-1Learning from genomic data (english language) - [150h Projet]
Prerequisite
GBIO0002-1
Genetics and bioinformatics
Q2--[+]5
INGE0012-1Scientific research in engineering and its impact on innovation (english language) Q23030-5
INFO8005-1Semantic Data (english language) - [45h Projet]
Q22510[+]5
INFO8006-1Introduction to artificial intelligence (english language) - [45h Projet] Q12510[+]5

Internships and projects (maximum 15 credits)

ASTG9005-1Research Internship (english language) - [300h Projet] TA--[+]10
ASTG0021-1Technical company internship (english language) - [300h Projet] TA--[+]10
Notice : the two company internships are mutually exclusive
PROJ0011-1Personal student project (english language) - [150h Projet]
Bernard Boigelot, Collégialité
TA--[+]5

Bloc d'aménagement du programme de l'année

Additional ECTS Master in computer science (for students who have not obtained a Bachelor's degree in computer science)

CodeDétailsOrganisationThéoriePratiqueAutresCrédits

Students that are admitted to the "master 120" in Computer Science without having obtained a degree of bachelor in computer science (which includes bachelors in "Informatique de gestion" and "Informatique et Systèmes") must add to their programme the following list of courses, to be taken in the first year of the master.

Compulsory Courses

CodeDétailsOrganisationThéoriePratiqueAutresCrédits
MATH0499-1Graph theory Q12520-4
INFO0062-1Object-oriented programming (english language) - [20h Projet] Q23024[+]5
INFO0054-1Functional programming - [15h Projet] Q23025[+]5
MATH2019-1Mathematics for computing 1 Q23030-5
INFO0058-1Introduction to Recursive Programming Q11515-3
INFO0027-2Programming techniques (english language) - [70h Projet] Q23024[+]5

Optional courses

Choose one of the courses below :

CodeDétailsOrganisationThéoriePratiqueAutresCrédits
LANG0310-2Computing English (english language) Q1327-3
Notice : Students who pass the entrance test will replace LANG0310-2 by the higher level course LANG0988 "Advanced English for ICT studies"
LANG0988-1Advanced English for ICT studies (english language) Q1525-3