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U&P AI - Natural Language Processing (NLP) with Python

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Free Coupon Discount - U&P AI - Natural Language Processing (NLP) with Python, Become an NLP Engineer by creating real projects using Python, semantic search, text mining and search engines!

  • Highest Rated
  • Created by Abdulhadi Darwish
  • English [Auto]

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 What you'll learn


  • Understand every detail and build real stuff in NLP
  • (NEW)Learn how some plugins use semantic search to generate source code
  • (NEW)Building your vocabulary for any NLP model
  • (NEW)Reducing Dimensions of your Vocabulary for Machine Learning Models
  • (NEW)Feature Engineering and convert text to numerical values for machine learning models
  • (NEW) Keyword search VS Semantic search
  • (NEW)Similarity between documents
  • (NEW)Dealing with WordNet
  • (NEW)Search engines under the hood
  • Tokenizing text data
  • Converting words to their base forms using stemming
  • Converting words to their base forms using lemmatization
  • Dividing text data into chunks
  • Dealing with corpuses
  • 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


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