This introduction to information retrieval will explore important search techniques including query optimization and text classification. Become familiarized with basic and advanced techniques for text-based information systems. Expand your knowledge of web search engines and apply important text clustering, classification and mining properties to your own search and retrieval efforts.
- Classification algorithms
- Latent semantic indexing
- Taxonomy induction
- Link-based algorithms
- Web metadata
- Problem sets(4)
- Programming exercises(4)
- Final Exam
Computer Organization and Systems
Introduction to Probability for Computer Scientists (Stanford Course:CS109), and
Design and Analysis of Algorithms
We highly recommend watching the course preview to ensure you have the requisite background and understand the scope of material covered.