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Indiana Topics in Computer Science

Using Natural Language Processing

Students will develop skills in creating sentiment analysis models and generating new text using machine learning techniques.

Lessons

11.1 Creating a Sentiment Model

  • Tokenizing Words for an NLP Model
  • Lab: Tokenizing a dataset
  • Embedded Layers and NLP Models
  • Creating a Sentiment Model Quiz
  • Lab: Starbucks Sentiment Review
  • +1 more

11.2 Generating New Text

  • Recurrent Neural Networks
  • Recurrent Neural Networks Quiz
  • Lab: Recurrent Neural Networks
  • Creating a Movie Review

Courses that include this module