Tracks
The Master's in Computer Science is a two-year programme that currently offers four regular, and two international tracks, the latter being variants on the regular SEG track.
- Big Data Engineering (BDE)
- Computer Systems and Infrastructure (CSI)
- Foundations of Computing and Concurrency (FCC)
- Software Engineering and Green IT (SEG)
- International track: Global Software Engineering European Master (GSEEM)
- International track: Software Engineers for Green Deal (SE4GD)
Starting 2024, all tracks exclusively consist of the following constrained choices:
- Big Data Engineering
- Computer Systems and Infrastructure
- Foundations of Computing and Concurrency
- Software Engineering and Green IT
- Computer Security
- Mathematics
- Societal Perspectives of Computer Science
- Research Skills
All students select one course from each of these constrained choices. For the track you follow, you select at least four courses from the respective constrained choice. This leaves room for four electives. You’ll carry out your Master’s project and write your thesis in the second half of your second year.
- Big Data Engineering
- Computer Systems and Infrastructure
- Foundations of Computing and Concurrency
- Software Engineering and Green IT
- International track: Global Software Engineering European Master
- International track: Software Engineers for Green Deal
Summary
Study the technology of data processing
In the internet era, data plays centre stage. We all continuously communicate via social networks; we expect all information to be accessible online; and world economies thrive on data-processing services where revenue is created by generating insights from raw data. These developments are enabled by a global data processing infrastructure, connecting the full range from small company computer clusters to data centres run by the world-leading IT giants.
In the Big Data Engineering track, you’ll study the technology that allows you to design and operate solutions for processing, analysing and managing large quantities of data. This track is part of the joint Master’s in Computer Science, in which renowned researchers from both VU and UvA contribute their varied expertise in one of the strongest Computer Science programmes available in Europe.
Example courses
- Data Preparation
- Data Mining Techniques
- Web Data Processing Systems
- Data Protection Technologies
- Web Services and Cloud-based Systems
Summary
Understand computer systems and build with them tomorrow’s digital infrastructure
Computer systems and networks are the core components of all distributed data and information processing systems. Our modern society depends on them. Many computer systems are even not recognizable as such, because they are embedded in larger devices such as cars, airplanes, medical equipment, smart buildings, robotics, etc.
The realization of modern computer systems is greatly complicated by their increasing complexity: these computer systems integrate increasingly more processors, often heterogeneous, sometimes in a distributed context, and possibly also resulting in complex systems-of-systems (such as can be found, e.g., in the Edge-to-Cloud computing continuum and in the high-performance memory-storage system). Meanwhile, computer networks interconnecting these systems are evolving with significantly increased customizability in addition to higher speeds. The energy consumption, sustainability, dependability, and security and privacy of these computer systems and networks also require increasing attention.
This track is part of the joint Master’s in Computer Science, aimed at students with an interest in computer systems and infrastructure.
Example courses
- Advanced Operating Systems
- Storage Systems
- Energy-efficient Edge Computing
- Multi-core Processor Systems
- Programming Large-scale Parallel Systems
Summary
Explore formal methods for system design
Computing is a fundamental phenomenon in computer science. Concurrency naturally occurs in the specification of distributed systems; their analysis, verification and implementation require a systematic approach, aided by formal methods. In the Foundations of Computing and Concurrency track, you’ll take courses ranging from distributed algorithms to protocol validation, and from term rewriting to logical verification, as well as some general courses in logic and mathematics.
This track is part of the joint Master’s in Computer Science, aimed at students with an interest in computing and concurrency, and the application of formal methods for system design.
Example courses
- Advanced Algorithms
- Logical Verification
- Advanced Logic
- Term Rewriting Systems
- Distributed Algorithms
Summary
Build green software systems
Software engineering applies a systematic and quantifiable approach to the development, execution and maintenance of complex software. Green IT is the study and practice of environmentally sustainable computing. The combination of Software Engineering and Green IT gives you the tools needed for a holistic understanding of large-scale complex software systems. This will enable you to manage their evolution, assess their quality and environmental impact, quantify their value and sustainability potential, and organise their development in different local and distributed contexts.
Software engineering and green IT is a broad and comprehensive field, in which engineering plays an important role in parallel with social, economic and environmental priorities. The field continually evolves, influenced by development paradigms like outsourcing, global software development, service orientation, smart and pervasive computing, and energy-aware software engineering.
This track is part of the joint Master’s in Computer Science, and is a combination that’s unique in the Netherlands.
Example courses
- Service Oriented Design
- Digital Architecture
- Fundamentals of Adaptive Software
- Software Testing
- Green Lab
Summary
International track: Global Software Engineering European Master
The Global Software Engineering European Master (GSEEM) is an international double degree Master’s programme for students in Computer Science, specialising in Software Engineering. The GSEEM focuses on domains that are strategically important for software-intensive products and services, helping you develop the skills needed to work in companies active in global software engineering. You’ll spend one academic year at the VU Amsterdam and one academic year at the University of L’Aquila in Italy.
Each partner university awards a double degree to all students who are regularly enrolled and have obtained at least 60 ECTS in Master’s modules at both universities (including 30 ECTS for the Master’s thesis in the second year). In addition, students visiting VU Amsterdam must be regularly enrolled at the moment the degree is granted. The degree granted by VU Amsterdam is the Master’s in Computer Science specialising in Software Engineering and Green IT.
Students applying to the Global Software Engineering European Master (GSEEM) international track shall (1) register via Studielink to our Computer Science Master program as "Advanced" and (2) inform the GSEEM track contact point about your enrolment, who will take care of the next steps of your admission.
Summary
International track: Software Engineers for Green Deal
The Software Engineers for Green Deal (SE4GD) is an International Master’s programme for students in Computer Science, specializing in Software Engineering. The SE4GD aims at educating software engineers with a sustainability mindset to improve the well-being of people through software solutions. Admitted students spend one semester at each host university (respectively, semester 1 at University of L’Aquila in Italy, semester 2 at Lappeenranta University of Technology in Finland, and semester 3 at VU Amsterdam. Finally, semester 4 is dedicated to the Master's project which can be carried out at one of the host universities or one of the SE4GD associated partners.
Each host university awards a triple degree to all students who are regularly enrolled and have successfully completed the study programme which entails at least 30 ECTS in Master’s courses at each host university and a 30 ECTS Master’s thesis. In addition, students visiting VU Amsterdam must be regularly enrolled at the moment the degree is granted. The degree granted by VU Amsterdam is the Master’s in Computer Science specializing in Software Engineering and Green IT.
Prospective students must apply to the programme. Visit the SE4GD website for more information about the application process (such as scholarships and deadlines) and the curriculum.
-
Big Data Engineering
Summary
Study the technology of data processing
In the internet era, data plays centre stage. We all continuously communicate via social networks; we expect all information to be accessible online; and world economies thrive on data-processing services where revenue is created by generating insights from raw data. These developments are enabled by a global data processing infrastructure, connecting the full range from small company computer clusters to data centres run by the world-leading IT giants.In the Big Data Engineering track, you’ll study the technology that allows you to design and operate solutions for processing, analysing and managing large quantities of data. This track is part of the joint Master’s in Computer Science, in which renowned researchers from both VU and UvA contribute their varied expertise in one of the strongest Computer Science programmes available in Europe.
Example courses
- Data Preparation
- Data Mining Techniques
- Web Data Processing Systems
- Data Protection Technologies
- Web Services and Cloud-based Systems
-
Computer Systems and Infrastructure
Summary
Understand computer systems and build with them tomorrow’s digital infrastructure
Computer systems and networks are the core components of all distributed data and information processing systems. Our modern society depends on them. Many computer systems are even not recognizable as such, because they are embedded in larger devices such as cars, airplanes, medical equipment, smart buildings, robotics, etc.
The realization of modern computer systems is greatly complicated by their increasing complexity: these computer systems integrate increasingly more processors, often heterogeneous, sometimes in a distributed context, and possibly also resulting in complex systems-of-systems (such as can be found, e.g., in the Edge-to-Cloud computing continuum and in the high-performance memory-storage system). Meanwhile, computer networks interconnecting these systems are evolving with significantly increased customizability in addition to higher speeds. The energy consumption, sustainability, dependability, and security and privacy of these computer systems and networks also require increasing attention.
This track is part of the joint Master’s in Computer Science, aimed at students with an interest in computer systems and infrastructure.
Example courses
- Advanced Operating Systems
- Storage Systems
- Energy-efficient Edge Computing
- Multi-core Processor Systems
- Programming Large-scale Parallel Systems
-
Foundations of Computing and Concurrency
Summary
Explore formal methods for system design
Computing is a fundamental phenomenon in computer science. Concurrency naturally occurs in the specification of distributed systems; their analysis, verification and implementation require a systematic approach, aided by formal methods. In the Foundations of Computing and Concurrency track, you’ll take courses ranging from distributed algorithms to protocol validation, and from term rewriting to logical verification, as well as some general courses in logic and mathematics.
This track is part of the joint Master’s in Computer Science, aimed at students with an interest in computing and concurrency, and the application of formal methods for system design.
Example courses
- Advanced Algorithms
- Logical Verification
- Advanced Logic
- Term Rewriting Systems
- Distributed Algorithms
-
Software Engineering and Green IT
Summary
Build green software systems
Software engineering applies a systematic and quantifiable approach to the development, execution and maintenance of complex software. Green IT is the study and practice of environmentally sustainable computing. The combination of Software Engineering and Green IT gives you the tools needed for a holistic understanding of large-scale complex software systems. This will enable you to manage their evolution, assess their quality and environmental impact, quantify their value and sustainability potential, and organise their development in different local and distributed contexts.Software engineering and green IT is a broad and comprehensive field, in which engineering plays an important role in parallel with social, economic and environmental priorities. The field continually evolves, influenced by development paradigms like outsourcing, global software development, service orientation, smart and pervasive computing, and energy-aware software engineering.
This track is part of the joint Master’s in Computer Science, and is a combination that’s unique in the Netherlands.
Example courses
- Service Oriented Design
- Digital Architecture
- Fundamentals of Adaptive Software
- Software Testing
- Green Lab
-
International track: Global Software Engineering European Master
Summary
International track: Global Software Engineering European Master
The Global Software Engineering European Master (GSEEM) is an international double degree Master’s programme for students in Computer Science, specialising in Software Engineering. The GSEEM focuses on domains that are strategically important for software-intensive products and services, helping you develop the skills needed to work in companies active in global software engineering. You’ll spend one academic year at the VU Amsterdam and one academic year at the University of L’Aquila in Italy.Each partner university awards a double degree to all students who are regularly enrolled and have obtained at least 60 ECTS in Master’s modules at both universities (including 30 ECTS for the Master’s thesis in the second year). In addition, students visiting VU Amsterdam must be regularly enrolled at the moment the degree is granted. The degree granted by VU Amsterdam is the Master’s in Computer Science specialising in Software Engineering and Green IT.
Students applying to the Global Software Engineering European Master (GSEEM) international track shall (1) register via Studielink to our Computer Science Master program as "Advanced" and (2) inform the GSEEM track contact point about your enrolment, who will take care of the next steps of your admission.
-
International track: Software Engineers for Green Deal
Summary
International track: Software Engineers for Green Deal
The Software Engineers for Green Deal (SE4GD) is an International Master’s programme for students in Computer Science, specializing in Software Engineering. The SE4GD aims at educating software engineers with a sustainability mindset to improve the well-being of people through software solutions. Admitted students spend one semester at each host university (respectively, semester 1 at University of L’Aquila in Italy, semester 2 at Lappeenranta University of Technology in Finland, and semester 3 at VU Amsterdam. Finally, semester 4 is dedicated to the Master's project which can be carried out at one of the host universities or one of the SE4GD associated partners.
Each host university awards a triple degree to all students who are regularly enrolled and have successfully completed the study programme which entails at least 30 ECTS in Master’s courses at each host university and a 30 ECTS Master’s thesis. In addition, students visiting VU Amsterdam must be regularly enrolled at the moment the degree is granted. The degree granted by VU Amsterdam is the Master’s in Computer Science specializing in Software Engineering and Green IT.
Prospective students must apply to the programme. Visit the SE4GD website for more information about the application process (such as scholarships and deadlines) and the curriculum.
