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Deep Learning with R

By Francois Chollet

Deep Learning with R Computer Science

Deep Learning with R

By Francois Chollet

Only 1 item left in stock
Description
Summary 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. Continue your journey into the world of deep learning with Deep Learning with R in Motion, a practical, hands-on video course available exclusively at Manning.com (www.manning.com/livevideo/deep-​learning-with-r-in-motion). Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology 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. About the Book 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. About the Authors François Chollet is a deep-learning researcher at Google and the author of the Keras library. J.J. Allaire is the founder of RStudio and the author of the R interfaces to TensorFlow and Keras. Table of 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 learningPART 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
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
360
Release Date:
2018-02-09
Publication Date:
2018-02-09
Publisher:
Manning Publications
Languages:
Original: English
ISBN10:
161729554X
ISBN13:
9781617295546
GPSR Manufacturer Reference:
[email protected]
Weight:
666 g
Height:
184 cm
Width:
233 cm
Thickness:
27 cm

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Very good
Almost no signs of wear. Book pages have no markings, accessories are intact and all other media are in good condition.
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