Allaire is the founder of RStudio and the author of the R interfaces to TensorFlow and Keras. No previous experience with machine learning or deep learning is assumed.įrançois Chollet is a deep-learning researcher at Google and the author of the Keras library.
You'll need intermediate R programming skills. Setting up your own deep-learning environment You'll practice your new skills with R-based applications in computer vision, natural-language processing, and generative models. Allaire, this book builds your understanding of deep learning through intuitive explanations and practical examples. 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.
The Keras deep-learning library provides data scientists and developers working in R a state-of-the-art toolset for tackling deep-learning tasks.ĭeep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface. Deep-learning systems now enable previously impossible smart applications, revolutionizing image recognition and natural-language processing, and identifying complex patterns in data. Machine learning has made remarkable progress in recent years. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. The book builds your understanding of deep learning through intuitive explanations and practical examples. Deep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface.
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