Universiteit Leiden

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Computer Science - Leiden University

Computer Science and Advanced Data Analytics (MSc)

About the programme

The two-year Computer Science and Advanced Data Analytics programme consists of courses (60 EC), a research project (18 EC) and a master's thesis (42 EC).

Programme overview

The master Computer Science and Advanced Data Analytics consists of four different tracks:

  • Artificial Intelligence: Including courses covering several aspects of data mining, optimization algorithms, social network analysis and more.
  • Advanced Data Analytics: A strong focus on data science, covering foundations, advanced topics, and applications. Examples include data mining algorithms, neural networks and deep learning, and social networks and information retrieval.
  • Algorithms and Software Technology: Featuring courses on software testing, parallel programming, component coordination, algorithms inspired by nature and more.
  • Advanced Computing and Systems: Including courses on multimedia systems, audio signal processing, visualization techniques, embedded systems, and more.

Read more about the programme outline and courses

Educational methods

  • Colloquium
  • Individual paper
  • Lab work
  • Literature study
  • Presentations
  • Lectures
  • Working group
  • Research Project