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Deep learning with R

Author: François Chollet; J J Allaire
Publisher: Shelter Island, NY : Manning Publications Co., [2018] ©2018
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
Introduces deep learning systems using the powerful Keras library and its R language interface. The book builds your understanding of deep learning through intuitive explanations and practical examples.
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: François Chollet; J J Allaire
ISBN: 9781617295546 161729554X
OCLC Number: 1022850710
Description: xxi, 335 pages : illustrations, charts ; 24 cm
Contents: 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 --
Conclusions --
Appendix A: Installing Keras and its dependencies on Ubuntu --
Appendix B: Running RStudio Server on an EC2 GPU instance
Responsibility: François Chollet ; with J.J. Allaire.

Abstract:

Introduces deep learning systems using the powerful Keras library and its R language interface. The book builds your understanding of deep learning through intuitive explanations and practical examples.

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