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Deep Learning with Python
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  • Title Deep Learning with Python
  • Author(s) Francois Chollet
  • Publisher: Manning Publications; 1 edition (December 22, 2017)
  • License(s): Free to read online (entire book) by the publisher.
  • Hardcover/Paperback 384 pages
  • eBook HTML
  • Language: English
  • ISBN-10/ASIN: 1617294438
  • ISBN-13: 978-1617294433
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Book Description

This book introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher Fran├žois Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.

  • Deep learning from first principles
  • Setting up your own deep-learning environment
  • Image-classification models
  • Deep learning for text and sequences
  • Neural style transfer, text generation, and image generation

Readers need intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required.

About the Authors
  • Francois Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does deep-learning research, with a focus on computer vision and the application of machine learning to formal reasoning. He blogs about deep learning at blog.keras.io.
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