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Visual Representation of NLP Basics

Chapter 1

  • Sentence Splitting
  • Tokenization
  • Lemmatization
  • POS-Tagging
  • NER-Tagging
  • Morphological Analysis

Chapter 2

  • String Simiarities
  • Fuzzy Matching

Chapter 3: Deep Neural Networks

  • Word2Vec
  • Word Embeddings
  • Artificial Intelligence
  • Long Short Term Memory (LSTM)
  • Recurrent Neural Networks (RNN)

Chapter 4: Tools

  • Spacy
  • Compromise
  • Stanford CoreNLP
  • Google Cloud Natural Language API

Chapter 5: Use Cases