Introduction to Data Science and Artificial Intelligence
Full course description
The course Introduction to Data Science and Artificial Intelligence offers a comprehensive overview of the core topics in Data Science and Artificial Intelligence (DKE), both from a mathematical and from a computational perspective. Particular emphasis is put on the basic classes of techniques and methods, the theoretical underpinnings of data science and computational intelligence, and some example application domains of data science. As such, the course provides an overview of many topics that are addressed in much more detail throughout the Bachelor’s programme.
None. The course appears as desired prior knowledge for the courses Reasoning Techniques and Theoretical Computer Science.
- S. Russell and P. Norvig (2010): Artificial Intelligence, A Modern Approach. Third edition, Pearson Education, ISBN 978-0-13-207148-2. Additionally, Handouts/readers will be used.
- C.D. Manning, P. Raghavan and H. Schütze (2008) Introduction to Information Retrieval. Cambridge University Press. ISBN 0521865719