Master Computer Science: Data Science - Study programme (till 2019-2020)

Master of Computer Science: Data Science

Academic year :

The student has to obtain a minimum of 120 ECTS-credits: 36 ECTS-credits from the course list "Compulsory courses", 30 ECTS-credits from the course list "Master thesis", 24 ECTS-credits from the course list "Elective courses" and 30 ECTS-credits from the course list "Research Skills Development".

Model path over 2 years

Compulsory courses (36 ECTS-credits)

2000WETCNS	Computer and network security	ENG	6sp	1st semester	Famaey, Jeroen
2001WETGDT	Data mining	ENG	6sp	2nd semester	Goethals, Bart
2002WETGDS	Database systems	ENG	6sp	1st semester	Geerts, Floris
2001WETDCP	Distributed Artificial Intelligence	ENG	6sp	2nd semester	Latré, Steven
2001WETINR	Information retrieval	ENG	6sp	1st semester	Calders, Toon
2001WETMSI	Modelling of software-intensive systems	ENG	6sp	1st semester	Vangheluwe, Hans

Elective courses (24 ECTS-credits)

Select 24 ECTS-credits of elective courses, of which at least 12 ECTS-credits from the list Elective courses - major.

ELECTIVE COURSES - MAJOR

2001WETATD	Algorithmic Foundations of Data Science	ENG	6sp	2nd semester	Geerts, Floris
2001WETPDB	Artificial Intelligence Project	ENG	6sp	1st semester	Goethals, Bart
2002WETBIN	Bioinformatics	ENG	6sp	2nd semester	Laukens, Kris
2000WETCSD	Case Studies in Data Science and Artificial Intelligence	ENG	6sp	2nd semester	Calders, Toon
2000WETCTD	Current Trends in Data Science and Artificial Intelligence	ENG	6sp	2nd semester	Calders, Toon

ELECTIVE COURSES - GENERAL

Computer networks and distributed systems

2001WETSMT	Introduction to performance modelling	ENG	6sp	1st semester	Van Houdt, Benny
2001WETMWN	Mobile and wireless networks	ENG	6sp	1st semester	Blondia, Chris
2001WETWEF	Philosophy of science	ENG	3sp	2nd semester	Leuridan, Bert
2001WETCCW	Selected topics of computational science	ENG	3sp	1st semester	Cuyt, Annie
2001WETTDC	Topics in networks and distributed systems	ENG	6sp	2nd semester	Latré, Steven

Software engineering

2001WETCSE	Selected topics in software engineering	ENG	6sp	1st semester	Demeyer, Serge
2001WETMTR	Model driven engineering	ENG	6sp	1st semester	Vangheluwe, Hans
2001WETPPA	Programming paradigms	ENG	6sp	2nd semester	Perez, Guillermo Alberto
2001WETSRE	Software reengineering	ENG	6sp	2nd semester	Demeyer, Serge

Academic Literacies for Scientists

3sp

1st semester

Van Hout, Tom

Research Skills Development (30 ECTS-credits)

2005WETRIN	Research Project 1	ENG	18sp	2nd semester	Cuyt, Annie Goethals, Bart Vangheluwe, Hans Latré, Steven
2004WETRIN	Research Project 2	ENG	12sp	2nd semester	Cuyt, Annie Goethals, Bart Vangheluwe, Hans Latré, Steven

Master thesis Computer Science including internship: Data Science

30sp

2nd semester

Calders, Toon
Laukens, Kris
Blondia, Chris
Demeyer, Serge
Geerts, Floris
Van Houdt, Benny
Goethals, Bart
Vangheluwe, Hans
Latré, Steven
Famaey, Jeroen
Perez, Guillermo Alberto
Oramas Mogrovejo, José Antonio