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Tensorflow Solutions for Text

Track :

Programming

Lessons no : 5

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What will you learn in this course?
  • Implement text preprocessing techniques using TensorFlow Text for natural language processing and machine learning projects
  • Build and optimize sequence models with TensorFlow 2.0 for text classification and sentiment analysis
  • Utilize TensorFlow Text operations to enhance text data pipeline efficiency and accuracy in deep learning workflows
  • Apply TensorFlow solutions to develop scalable, real-time text analysis applications for NLP tasks

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Lessons | 5


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TensorFlow Text provides a collection of text related classes and ops ready to use with TensorFlow 2.0. The library can perform the preprocessing regularly required by text-based models, and includes other features useful for sequence modeling not provided by core TensorFlow .