Deep Learning with R Contributor(s): Chollet, Francois (Author), Allaire, J. J. (As Told to) |
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ISBN: 161729554X ISBN-13: 9781617295546 Publisher: Manning Publications OUR PRICE: $47.49 Product Type: Paperback - Other Formats Published: February 2018 |
Additional Information |
BISAC Categories: - Computers | Neural Networks - Computers | Natural Language Processing - Computers | Machine Theory |
Dewey: 005.133 |
LCCN: 2018285360 |
Physical Information: 0.75" H x 7.38" W x 9.25" (1.40 lbs) 360 pages |
Descriptions, Reviews, Etc. |
Publisher 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 Fran ois 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
About the Reader You'll need intermediate R programming skills. No previous experience with machine learning or deep learning is assumed. About the Authors Fran ois 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
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Contributor Bio(s): Chollet, Francois: - Francois Chollet is the author of Keras, one of the most widely used libraries for deep learning in Python. He has been working with deep neural networks since 2012. Francois is currently doing deep learning research at Google. He blogs about deep learning at blog.keras.io. Allaire, J. J.: -J.J. Allaire is the Founder of RStudio and the creator of the RStudio IDE. J.J. is the author of the R interfaces to TensorFlow and Keras. |