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Advanced Natural Language Processing with NLTK

Overview

Skills Needed

Take your NLP skills to the next level with NLTK. Explore advanced topics like topic modeling, sentiment analysis, and semantic analysis with NLTK.

  • Intermediate knowledge of NLTK fundamentals
  • Proficiency in Python programming

Outline

  • Advanced Tokenization Methods
  • Topic Modeling Techniques
  • Word Embeddings with NLTK
  • Advanced Sentiment Analysis
  • Named Entity Recognition Improvements
  • Semantic Analysis and Word Sense Disambiguation
  • Coreference Resolution
  • Text Summarization with NLTK
  • NLP for Social Media Data
  • Case Studies in Advanced NLP with NLTK

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