Deep learning with Python /

Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explo...

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Manylion Llyfryddiaeth
Prif Awdur: Chollet, François
Fformat: Llyfr
Iaith:English
Cyhoeddwyd: Shelter Island, New York : Manning Publications Co., ©2018
Pynciau:
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Tabl Cynhwysion:
  • Part 1: Fundamentals of deep learning. What is deep learning?
  • Before we begin: the mathematical building blocks of neural networks
  • Getting started with neural networks
  • Fundamentals of machine learning
  • Part 2: Deep learning in practice. Deep learning for computer vision
  • Deep learning for text and sequences
  • Advanced deep-learning best practices
  • Generative deep learning.