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. This revised and expanded new edition is adapted from Deep Learning with Python, Second Edition by François Chollet, the creator of the Keras library. 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. He also does deep-learning research, with a focus on computer vision and the application of machine learning to formal reasoning. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. The book builds your understanding of deep learning through intuitive explanations and practical examples.Ĭontinue your journey into the world of deep learning with Deep Learning with R in Motion, a practical, hands-on video course available exclusively at (Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. Franois Chollet works on deep learning at Google in Mountain View, CA. Deep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface.

Chollet deep learning