{"product_id":"chollet-francois-deep-learning-with-r-9781617295546","title":"Deep Learning with R","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","brand":"Manning Publications","offers":[{"title":"Used - very good","offer_id":54136068669782,"sku":"9781617295546-V","price":11.99,"currency_code":"EUR","in_stock":true},{"title":"Used - good","offer_id":53494258270550,"sku":"9781617295546-G","price":9.79,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9781617295546_1.jpg?v=1778098325","url":"https:\/\/www.momoxbooks.com\/products\/chollet-francois-deep-learning-with-r-9781617295546","provider":"momoxbooks","version":"1.0","type":"link"}