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NLP

  • Processing natual languages by computers
  • Challenges - Ambiguous, ever changing

NLP Tasks

  • Sentence Classification - sentiment analysisi
  • Classifying each word in a sentence - Named Enity Recognition
  • Text Generation ~ Auto generating text
  • Translate or Summarize Text
  • Answering questions - Chatbot's

Sentiment Analysis

Unsupervised Learning

#1 Sentiment Analysis Using Python Using NLTK - SentimentAnalyzer (For Un-Labelled Data)

Supervised Learning

#2 Amazon Reviews : Sentiment Analysis / Predictor (Labelled Data) Using Keras (Deep Learning Library) & Word2Vec (Word to Vector)