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Master’s programmes at the Centre for Artificial Intelligence

The Centre for Artificial Intelligence offers Master’s programmes in the Computer Science and Data Science profiles. The programmes focus on machine learning and deep learning.

Data Science

In the Data Science profile at the CAI, you will acquire advanced knowledge in various fields within machine learning, from the fundamentals to neural networks to reinforcement learning, and discover the related applications for modalities such as images (computer vision), text (natural language processing) or time series (e.g. acoustic data). Concurrently, you will conduct your own research in our research groups (Computer Vision, Perception and CognitionNatural Language Processing), learn scientific writing and generate practical benefit side by side with our industry partners.

Computer Science

In the Computer Science profile at the CAI, you will have the opportunity to combine a specialisation in deep learning and its areas of application with an in-depth exploration of Computer Science. You may find this particularly appealing if you wish to expand the solid programming skills you have previously acquired in an engineering degree programmes by adding both AI-related and formal computer science skills. Concurrently, you will conduct your own research and generate practical benefit in the CAI’s research groups (Computer Vision, Perception and CognitionNatural Language Processing).

Modules

You can find the key modules including the context modules (CMs), extended fundamental theoretical principles (FTPs) and technical scientific specialisation modules (TSMs) in the module browser (link). In addition, the centre offers the following decentralised specialisation modules (EVAs): 

Master’s theses

One key success factor for an exceptional master’s project or thesis is the right research question, that is, the right question at the right time, combined with a good idea, might lead to unimagined progress in both research and practice. Our researchers keep lists of such good ideas that often lead to the publication of original papers and to industry solutions when combined with the skills of our master’s students. Sometimes, they even win awards.

Previous theses include