Deep Learning with R, Second Edition

Language: English

Published by Manning Publications, US, 2022

1633439844 / 9781633439849

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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 principlesImage classification and image segmentationTime series forecastingText classification and machine translationText 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 segmentationTime series forecastingText classification and machine translationText 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.

Seller Inventory # LU-9781633439849

Title
Deep Learning with R, Second Edition
Author
François Chollet, Joseph J Allaire, Tomasz Kalinowski
Publisher
Manning Publications, US
Publication year
2022
Condition
New
Binding
Paperback
Language
English
ISBN 10
1633439844
ISBN 13
9781633439849
Edition
2nd Edition
Item weight
1,020 grams

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