Courses on MSc Level by the Image Section
The Image Section offers courses in image analysis & processing, computer vision, computer simulation, numerical optimization, information retrieval, and machine learning.
We suggest two study tracks within the Computer Science MSc for specializing in Data Scienceor Image Analysis.
Currently, the following courses are offered/planned, starting with the academic year 2015/2016:
- Signal and Image Processing (SIP)
- Machine Learning (ML)
- Advanced Topics in Image Analysis (ATIA)
- Advanced Topics in Machine Learning (ATML)
- Large Scale Data Analysis (LSDA)
- Computer Game Development Project (DADIU)
- Numerical Optimization (NO)
- Computational methods in simulation (CMiS)
- Medical Image Analysis (MIA)
- Vision and image processing (VIP)
- Applied Programming (APP)
- Information Retrieval (IR)
- Web Science (WS)
- Numerisk løsning af differentialligninger (NumDiff)
- Kursus i Sundhedsteknologi
- Data Analysis Methods (DAM)
- Projektkursus: Naturvidenskab og it (PNIT)
Recommended Study Tracks
In the follwing, we give suggestions how to combine the courses offered at the Department of Compuer Science if you want to specialize on Data Science (including Machine Learning and Information Retrieval) or Image Analysis and Computer Vision. These suggestions refer to the new Computer Science MSc curriculum, starting with the academic year 2015/2016.
Data Science
Year 1
Block 1 | Block 2 | Block 3 | Block 4 |
Advanced Programming |
Advanced Computer Systems |
Numerical Optimization or Web Science or Signal and Image Processing (SIP) |
Large-scale Data Analysis |
Advanced Algorithms and Data Structures |
Machine Learning |
Randomized Algorithms |
Year 2
Block 1 | Block 2 | Block 3 | Block 4 |
Natural Language Processing or Programming Massively Parallel Hardware or Advanced Topics in Machine Learning |
MSc Data Science Project or Advanced Topics in Image Analysis (requires SIP) or Visualization |
MSc Thesis | |
Image Analysis, Computer Vision, and Computational Simulation
Year 1
Block 1 | Block 2 | Block 3 | Block 4 |
Advanced Programming |
Advanved Computer Systems |
Numerical Optimization |
MSc Project or Randomized Algorithms |
Advanced Algorithms and Data Structures |
Machine Learning |
Signal & Image Processing |
MSc Project or Computational methods in simulation |
Year 2
Block 1 | Block 2 | Block 3 | Block 4 |
Medical Image Analysis |
Advanced Topics in Image Analysis |
MSc Thesis | |
Advanced Topics in Machine Learning |
Vision and Image Processing or MSc Project |