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Introduction to Gensim for Natural Language Processing

Overview

Skills Needed

Get started with Gensim for natural language processing. Explore topic modeling techniques, word embeddings, and document similarity with Gensim.

  • Basic knowledge of Python programming
  • Understanding of NLP concepts

Outline

  • Introduction to Natural Language Processing (NLP)
  • Getting Started with Gensim
  • Topic Modeling with Gensim
  • Word Embeddings with Gensim
  • Document Similarity Analysis
  • Text Summarization Techniques
  • Gensim for Sentiment Analysis
  • Named Entity Recognition (NER) with Gensim
  • Gensim for Information Retrieval
  • Best Practices for Gensim Development

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