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Introduction to Natural Language Processing with NLTK

Overview

Skills Needed

Get started with NLTK for natural language processing. Explore text preprocessing, tokenization, part-of-speech tagging, and basic NLP tasks with NLTK.

  • Basic knowledge of Python programming

Outline

  • Introduction to Natural Language Processing
  • Installing NLTK
  • Text Tokenization Techniques
  • Part-of-Speech Tagging
  • Named Entity Recognition
  • Sentiment Analysis Basics
  • Text Classification with NLTK
  • Language Modeling
  • Information Extraction
  • Best Practices for NLP with NLTK
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