Understand and Practice AI - Basics of NLP

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Understand and Practice AI - Basics of NLP, U & P AI Specialization:understand concepts of NLP with Building and Creating Real stuff Using Python in a short way!

Created by Abdulhadi Darwish

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understand-and-practice-ai-basics-of-nlp

What Will I Learn?
  • Build real stuff in NLP
  • Tokenizing text data
  • Converting words to their base forms using stemming
  • Converting words to their base forms using lemmatization
  • Dividing text data into chunks
  • Extracting document term matrix using the Bag of Words model
  • Building a category predictor
  • Constructing a gender identifier
  • Building a sentiment analyzer
  • Topic modeling using Latent Dirichlet Allocation