Areas of Competence: Knowledge and Understanding; Use, application and generation of knowledge; Communication and cooperation; Scientific self-understanding / professionalism.
Students know
- the fundamentals of neural networks.
- the most commonly used concepts of neural network based learning.
- standard tools for deep learning.
Students are able to
- setup deep learning experiments.
- apply deep learning algorithms in practice.
- use deep learning algorithms for real-world problems.
Students are able to
- critically assess and compare the results of deep learning algorithms.
- give and accept professional feedback to different topics of deep learning.
Students are able to
- work professionally in the field of deep learning.
- select relevant scientific literature about deep learning.