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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
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
Autorentext
Francois Chollet is a deep learning researcher at Google and the author of the Keras deep learning library. He blogs about deep learning at blog.keras.io.
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.
Klappentext
Key features
-+ Understand key machine learning concepts
-+ Set up a computer environment for deep learning
-+ Visualize neural networks
-+ Use recurrent neural networks for text and sequence Classification
Audience
YouGÇÖll need intermediate R programming skills. No previous experience with machine learning or deep learning is required.
Zusammenfassung
Key features
· Understand key machine learning concepts
· Set up a computer environment for deep learning
· Visualize neural networks
· Use recurrent neural networks for text and sequence Classification
Audience
You'll need intermediate R programming skills. No previous experience with machine learning or deep learning is required.