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Gensim for Information Retrieval and Search Engines

Overview

Skills Needed

Learn to build information retrieval systems and search engines with Gensim. Explore document indexing, similarity search, and query processing techniques with Gensim.

  • Intermediate knowledge of Gensim fundamentals
  • Understanding of information retrieval concepts

Outline

  • Introduction to Information Retrieval
  • Document Indexing Techniques
  • Similarity Search with Gensim
  • Query Processing and Ranking
  • Vector Space Models for Information Retrieval
  • Inverted Indexing with Gensim
  • Building Search Engine Pipelines
  • Real-time Search Applications with Gensim
  • Evaluation Metrics for Search Engines
  • Best Practices for Information Retrieval with Gensim
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