Study programme
2024-2025
Model path over 2 years
Compulsory courses (18 ECTS-credits)
Model Driven Engineering
- Hans Vangheluwe
- Moharram Challenger
Modelling of Software-intensive Systems
- Hans Vangheluwe
Software Testing
Elective courses (54 ECTS-credits)
Select 54 ECTS-credits of elective courses, of which:
- at least 12 ECTS-credits from the list electives in Software Engineering
- at least 6 ECTS from the list electives in Computer networks
- at least 6 ECTS from the list electives in Data Science and Artificial Intelligence
Software Reengineering
Selected Topics in Software Engineering
Specification and Verification
- Guillermo Alberto Perez
Programming Paradigms
- Guillermo Alberto Perez
Mathematical Foundations of Reinforcement Learning
- Guillermo Alberto Perez
- Benny Van Houdt
Electives in Computer networks
Advanced Wireless and 5G Networks
- Michael Peeters
- Johan Bergs
- Arno Troch
Future Internet
Introduction to Performance Modelling
- Benny Van Houdt
Advanced Networking Lab
- Michael Peeters
- Johan Bergs
Advanced Performance Modelling
- Benny Van Houdt
Internet of Things
Topics in computer networks
Electives in Data science and artificial intelligence
Artificial Intelligence Project
- Bart Goethals
Database Systems
- Floris Geerts
Data Science and Ethics
'Data mining' or 'Machine learning' or 'Python for machine learning'
- David Martens
Information Retrieval
Algorithmic Foundations of Data Science
- Floris Geerts
Artificial Neural Networks
- José Antonio Oramas Mogrovejo
- Hamed Behzadi Khormouji
Bioinformatics
- Kris Laukens
Case Studies in Data Science and Artificial Intelligence
- Bart Goethals
Current Trends in Data Science and Artificial Intelligence
Biomedical Artificial Intelligence
Data Mining
- Bart Goethals
- Toon Calders
Reinforcement Learning
- Kevin Mets
General electives
Academic Literacies for Scientists
- Li Lin
- Frank Blockhuys
- Hans Vangheluwe
- Pierre Van Mechelen
Numerical Optimisation
- Wim Vanroose
Optimisation
Convex Analysis and Optimization
Nonsmooth optimisation
Philosophy of Science
- Karim Zahidi
- Jan Potters
- Paride Del Grosso
Research Project 2 including internship
- Bart Goethals
- Steven Latré
- Hans Vangheluwe
- Toon Calders
Research Skills Development
Research Project 1 including internship
- Bart Goethals
- Steven Latré
- Hans Vangheluwe
- Toon Calders
Master thesis
Master thesis Computer Science including internship: Software Engineering
- Wout Bittremieux
- Toon Calders
- Moharram Challenger
- Serge Demeyer
- Jeroen Famaey
- Floris Geerts
- Bart Goethals
- Steven Latré
- Kris Laukens
- José Antonio Oramas Mogrovejo
- Guillermo Alberto Perez
- Hans Vangheluwe
- Benny Van Houdt
2023-2024
Model path over 2 years
Compulsory courses (30 ECTS-credits)
Model Driven Engineering
- Hans Vangheluwe
- Moharram Challenger
Modelling of Software-intensive Systems
- Hans Vangheluwe
Data Mining
- Bart Goethals
- Toon Calders
Reinforcement Learning
- Steven Latré
Software Reengineering
Elective courses (42 ECTS-credits)
Select 42 ECTS-credits of elective courses, of which at least 12 ECTS-credits from the list Elective courses - major.
Elective courses: major
Selected Topics in Software Engineering
Specification and Verification
- Guillermo Alberto Perez
Programming Paradigms
- Guillermo Alberto Perez
Software Testing
Elective courses - General
Academic Literacies for Scientists
- Li Lin
- Frank Blockhuys
- Hans Vangheluwe
- Pierre Van Mechelen
Numerical Optimisation
- Wim Vanroose
Optimisation
Convex Optimisation: theory and algorithms
Nonsmooth optimisation
Philosophy of Science
- Bert Leuridan
- Jan Potters
- Paride Del Grosso
Research Project 2 including internship
- Bart Goethals
- Steven Latré
- Hans Vangheluwe
- Toon Calders
Computer networks
Advanced Wireless and 5G Networks
- Michael Peeters
Future Internet
Introduction to Performance Modelling
- Benny Van Houdt
I-Robotics
- Rafael Berkvens
- Mohammad Hasan Rahmani
Advanced Networking Lab
- Michael Peeters
Advanced Performance Modelling
- Benny Van Houdt
Internet of Things
Topics in computer networks
Data science and artificial intelligence
Artificial Intelligence Project
- Bart Goethals
Database Systems
- Len Feremans
Data Science and Ethics
'Data mining' or 'Machine learning'
- David Martens
Information Retrieval
Mathematical Foundations of Reinforcement Learning
- Guillermo Alberto Perez
- Benny Van Houdt
Numerical Optimisation
- Wim Vanroose
Algorithmic Foundations of Data Science
- Floris Geerts
Artificial Neural Networks
- José Antonio Oramas Mogrovejo
- Hamed Behzadi Khormouji
Bioinformatics
- Kris Laukens
Case Studies in Data Science and Artificial Intelligence
- Bart Goethals
- Toon Calders
Current Trends in Data Science and Artificial Intelligence
- Toon Calders
- Bart Goethals
Research Skills Development (18 ECTS-credits)
Research Project 1 including internship
- Bart Goethals
- Steven Latré
- Hans Vangheluwe
- Toon Calders
Master thesis (30 ECTS-credits)
Master thesis Computer Science including internship: Software Engineering
- Wout Bittremieux
- Toon Calders
- Moharram Challenger
- Serge Demeyer
- Jeroen Famaey
- Floris Geerts
- Bart Goethals
- Steven Latré
- Kris Laukens
- José Antonio Oramas Mogrovejo
- Guillermo Alberto Perez
- Hans Vangheluwe
- Benny Van Houdt
2022-2023
Model path over 2 years
Compulsory courses (30 ECTS-credits)
Model driven engineering
- Hans Vangheluwe
- Moharram Challenger
Modelling of software-intensive systems
- Hans Vangheluwe
Data mining
- Bart Goethals
- Toon Calders
Reinforcement Learning
- Steven Latré
Software reengineering
Elective courses (42 ECTS-credits)
Select 42 ECTS-credits of elective courses, of which at least 12 ECTS-credits from the list Elective courses - major.
Selected topics in software engineering
Specification and verification
- Guillermo Alberto Perez
Programming paradigms
- Guillermo Alberto Perez
- Brent van Bladel
Software testing
Elective courses - General
Academic Literacies for Scientists
- Li Lin
- Frank Blockhuys
- Hans Vangheluwe
- Pierre Van Mechelen
Numerical Optimisation
- Wim Vanroose
Philosophy of science
- Bert Leuridan
- Jan Potters
- Paride Del Grosso
Research Project 2 including internship
- Bart Goethals
- Steven Latré
- Hans Vangheluwe
- Toon Calders
Computer networks
Advanced Wireless and 5G networks
- Michael Peeters
Future Internet
Introduction to performance modelling
- Benny Van Houdt
I-Robotics
- Rafael Berkvens
- Mohammad Hasan Rahmani
Advanced networking lab
- Michael Peeters
Advanced performance modelling
- Benny Van Houdt
Internet of Things
Topics in computer networks
Data science and artificial intelligence
Artificial Intelligence Project
- Bart Goethals
Database systems
- Floris Geerts
Data science and ethics
'Data mining'
- David Martens
Information retrieval
Mathematical Foundations of Reinforcement Learning
- Guillermo Alberto Perez
- Benny Van Houdt
Numerical Optimisation
- Wim Vanroose
Algorithmic Foundations of Data Science
- Floris Geerts
Artificial Neural Networks
- José Antonio Oramas Mogrovejo
Bioinformatics
- Kris Laukens
Case Studies in Data Science and Artificial Intelligence
- Bart Goethals
- Toon Calders
Current Trends in Data Science and Artificial Intelligence
- Toon Calders
- Bart Goethals
Research Skills Development (18 ECTS-credits)
Research Project 1 including internship
- Bart Goethals
- Steven Latré
- Hans Vangheluwe
- Toon Calders
Master thesis (30 ECTS-credits)
Master thesis Computer Science including internship: Software Engineering
- Toon Calders
- Moharram Challenger
- Serge Demeyer
- Jeroen Famaey
- Floris Geerts
- Bart Goethals
- Steven Latré
- Kris Laukens
- José Antonio Oramas Mogrovejo
- Guillermo Alberto Perez
- Hans Vangheluwe
- Benny Van Houdt
2021-2022
Model path over 2 years
Compulsory courses (36 ECTS-credits)
Computer and network security
- Jeroen Famaey
Model driven engineering
- Hans Vangheluwe
- Moharram Challenger
Modelling of software-intensive systems
- Hans Vangheluwe
Data mining
- Bart Goethals
- Toon Calders
Reinforcement Learning
- Steven Latré
Software reengineering
- Serge Demeyer
- John Businge
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.
Selected topics in software engineering
- Serge Demeyer
- Moharram Challenger
- John Businge
Specification and verification
- Guillermo Alberto Perez
Programming paradigms
- Guillermo Alberto Perez
- Brent van Bladel
Software testing
Elective courses - General
Academic Literacies for Scientists
- Li Lin
- Frank Blockhuys
- Hans Vangheluwe
- Pierre Van Mechelen
Numerical Optimisation
- Wim Vanroose
Philosophy of science
- Bert Leuridan
- Raoul Gervais
Computer networks
Advanced Wireless and 5G networks
- Michael Peeters
Future Internet
Introduction to performance modelling
- Benny Van Houdt
Internet of Things
Topics in computer networks
- Steven Latré
Data science and artificial intelligence
Database systems
- Floris Geerts
Information retrieval
Mathematical Foundations of Reinforcement Learning
- Guillermo Alberto Perez
- Benny Van Houdt
Artificial Neural Networks
- José Antonio Oramas Mogrovejo
Bioinformatics
- Kris Laukens
Research Skills Development (30 ECTS-credits)
Research Project 1
- Bart Goethals
- Steven Latré
- Hans Vangheluwe
- Toon Calders
Research Project 2
- Bart Goethals
- Steven Latré
- Hans Vangheluwe
- Toon Calders
Master thesis (30 ECTS-credits)
Master thesis Computer Science including internship: Software Engineering
- Toon Calders
- Moharram Challenger
- Serge Demeyer
- Jeroen Famaey
- Floris Geerts
- Bart Goethals
- Steven Latré
- Kris Laukens
- José Antonio Oramas Mogrovejo
- Guillermo Alberto Perez
- Hans Vangheluwe
- Benny Van Houdt
2020-2021
Model path over 2 years
Compulsory courses (36 ECTS-credits)
Computer and network security
- Jeroen Famaey
Model driven engineering
- Hans Vangheluwe
- Moharram Challenger
Modelling of software-intensive systems
- Hans Vangheluwe
Data mining
- Bart Goethals
- Toon Calders
Reinforcement Learning
- Steven Latré
Software reengineering
- Serge Demeyer
- Henrique Santos Camargos Rocha
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.
Selected topics in software engineering
- Serge Demeyer
- John Businge
- Moharram Challenger
Specification and verification
- Guillermo Alberto Perez
Programming paradigms
- Guillermo Alberto Perez
Software testing
Elective courses - General
Academic Literacies for Scientists
- Tom Van Hout
- Frank Blockhuys
- Paul Scheunders
- Hans Vangheluwe
Numerical Optimisation
- Wim Vanroose
Philosophy of science
- Bert Leuridan
- Raoul Gervais
Selected topics of computational science
- Annie Cuyt
- Karel In't Hout
- Wim Vanroose
Computer networks and distributed systems
Advanced Wireless and 5G networks
- Michael Peeters
Introduction to performance modelling
- Benny Van Houdt
Topics in computer networks
- Steven Latré
Data science and artificial intelligence
Artificial Neural Networks
- José Antonio Oramas Mogrovejo
Bioinformatics
- Kris Laukens
Database systems
- Floris Geerts
Information retrieval
Research Skills Development (30 ECTS-credits)
Research Project 1
- Annie Cuyt
- Bart Goethals
- Steven Latré
- Hans Vangheluwe
- Toon Calders
Research Project 2
- Annie Cuyt
- Bart Goethals
- Steven Latré
- Hans Vangheluwe
- Toon Calders
Master thesis (30 ECTS-credits)
Master thesis Computer Science including internship: Software Engineering
- Chris Blondia
- Toon Calders
- Serge Demeyer
- Jeroen Famaey
- Floris Geerts
- Bart Goethals
- Steven Latré
- Kris Laukens
- José Antonio Oramas Mogrovejo
- Guillermo Alberto Perez
- Hans Vangheluwe
- Benny Van Houdt
2019-2020
Model path over 2 years
Compulsory courses (36 ECTS-credits)
Computer and network security
- Jeroen Famaey
Data mining
- Bart Goethals
- Toon Calders
Distributed Artificial Intelligence
- Steven Latré
Model driven engineering
- Hans Vangheluwe
Modelling of software-intensive systems
- Hans Vangheluwe
Software reengineering
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
Selected topics in software engineering
Programming paradigms
- Guillermo Alberto Perez
Software testing
Specification and verification
- Guillermo Alberto Perez
ELECTIVE COURSES - GENERAL
Computer networks and distributed systems
Introduction to performance modelling
- Benny Van Houdt
Mobile and wireless networks
Philosophy of science
- Bert Leuridan
- Raoul Gervais
Selected topics of computational science
- Annie Cuyt
- Karel In't Hout
- Wim Vanroose
Topics in networks and distributed systems
- Steven Latré
Data science
Bioinformatics
- Kris Laukens
Database systems
- Floris Geerts
Information retrieval
Academic Literacies for Scientists
- Tom Van Hout
- Frank Blockhuys
- Pierre Van Mechelen
Research Skills Development (30 ECTS-credits)
Research Project 1
- Annie Cuyt
- Bart Goethals
- Steven Latré
- Hans Vangheluwe
- Toon Calders
Research Project 2
- Annie Cuyt
- Bart Goethals
- Steven Latré
- Hans Vangheluwe
- Toon Calders
Master thesis Computer Science including internship: Software Engineering
- Chris Blondia
- Toon Calders
- Serge Demeyer
- Jeroen Famaey
- Floris Geerts
- Bart Goethals
- Steven Latré
- Kris Laukens
- José Antonio Oramas Mogrovejo
- Guillermo Alberto Perez
- Hans Vangheluwe
- Benny Van Houdt