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Deep Learning with R, Second Edition - Tapa blanda

Chollet, François; Kalinowski, Tomasz; Allaire, Joseph

 
9781633439849: Deep Learning with R, Second Edition
Tapa blanda
ISBN 10: 1633439844 ISBN 13: 9781633439849
Editorial: Manning Publications, 2022

Sinopsis

Deep learning from the ground up using R and the powerful Keras library!

In   Deep Learning with R, Second Edition  you will learn:

  • Deep learning from first principles
  • Image classification and image segmentation
  • Time series forecasting
  • Text classification and machine translation
  • Text generation, neural style transfer, and image generation
Deep Learning with R, Second Edition  shows you how to put deep learning into action. It's based on the revised new edition of François Chollet's bestselling   Deep Learning with Python. All code and examples have been expertly translated to the R language by Tomasz Kalinowski, who maintains the Keras and Tensorflow R packages at RStudio. Novices and experienced ML practitioners will love the expert insights, practical techniques, and important theory for building neural networks. about the technology Deep learning has become essential knowledge for data scientists, researchers, and software developers. The R language APIs for Keras and TensorFlow put deep learning within reach for all R users, even if they have no experience with advanced machine learning or neural networks. This book shows you how to get started on core DL tasks like computer vision, natural language processing, and more using R. what's inside
  • Image classification and image segmentation
  • Time series forecasting
  • Text classification and machine translation
  • Text generation, neural style transfer, and image generation
about the reader For readers with intermediate R skills. No previous experience with Keras, TensorFlow, or deep learning is required.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

François Chollet  is a software engineer at Google and creator of Keras.  Tomasz Kalinowski  is a software engineer at RStudio and maintainer of the Keras and Tensorflow R packages.  J.J. Allaire  is the founder of RStudio, and the author of the first edition of this book.

De la contraportada

Deep Learning with R, Second Edition is a hands-on guide to deep learning using the R language. As you move through this book, you'll quickly lock in the foundational ideas of deep learning. The intuitive explanations, crisp illustrations, and clear examples guide you through core DL skills like image processing and text manipulation, and even advanced features like transformers. This revised and expanded new edition is adapted from Deep Learning with Python, Second Edition by François Chollet, the creator of the Keras library.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Manning Publications
Año de publicación
2022
Idioma
Inglés
ISBN 10 
1633439844
ISBN 13 
9781633439849
Encuadernación
Tapa blanda
Número de edición
2
Número de páginas
568
Contacto del fabricante
no disponible
Persona responsable
no disponible