After successful completion of the course, students are able to implement basic and advanced concepts of Information Retrieval. More specifically, the students should:
Information Retrieval is the science behind search technology. Certainly, the most visible instances are the large Web Search engines, the likes of Google and Bing, but information retrieval appears everywhere we have to deal with unstructured data (e.g. free text). The focus of this lecture will be on text IR and music IR.
Differences to the Grundlagen des IR Course (188.977)
We start with our first lecture on the 3.3.! Awesome! đź‘Ź
Lectures (20 h)
2x Crash course IR, 2x Machine learning & data annotation, 4x NLP & Neural ranking
Exercises (40 h)
Exam (15 h)
Total (75 h)
Programming Neural Networks in PyTorch
Exercise and Exam