Deep Learning with R

Deep Learning with R

By 作者: Francois Chollet – J. J. Allaire
ISBN-10 书号: 161729554X

ISBN-13 书号: 9781617295546
Edition 版本: 1
Release Finelybook 出版日期: 2018-02-09
pages 页数: 360

$49.99

Deep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface. The book builds your understanding of deep learning through intuitive explanations and practical examples.
Machine learning has made remarkable progress in recent years. Deep-learning systems now enable previously impossible smart applications, revolutionizing image recognition and natural-language processing, and identifying complex patterns in data. The Keras deep-learning library provides data scientists and developers working in R a state-of-the-art toolset for tackling deep-learning tasks.
Deep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface. Initially written for Python as Deep Learning with Python by Keras creator and Google AI researcher François Chollet and adapted for R by RStudio founder J. J. Allaire, this book builds your understanding of deep learning through intuitive explanations and practical examples. You’ll practice your new skills with R-based applications in computer vision, natural-language processing, and generative models.
What’s Inside
Deep learning from first principles
Setting up your own deep-learning environment
Image classification and generation
Deep learning for text and sequences
About the Reader
You’ll need intermediate R programming skills. No previous experience with machine learning or deep learning is assumed.


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Deep Learning with R

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