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Applications of AI and Machine Learning

Using Natural Language Processing

Students explore machine learning models using TensorFlow to create Natural Language Processing (NLP) models to analyze and generate text.

Lessons

3.1 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

3.2 Generating New Text

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

Courses that include this module