{"product_id":"deep-learning-with-r-9781617295546","title":"Deep Learning with R","description":"\u003cb\u003eSummary\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003ci\u003eDeep Learning with R\u003c\/i\u003e 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. \u003cp\u003e\u003c\/p\u003eContinue your journey into the world of deep learning with \u003ci\u003eDeep Learning with R in Motion\u003c\/i\u003e, a practical, hands-on video course available exclusively at Manning.com (www.manning.com\/livevideo\/deep-​learning-with-r-in-motion). \u003cp\u003e\u003c\/p\u003ePurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the Technology\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eMachine 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. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the Book\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003ci\u003eDeep Learning with R\u003c\/i\u003e 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. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat's Inside\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDeep learning from first principles\u003c\/li\u003e\n\u003cli\u003eSetting up your own deep-learning environment\u003c\/li\u003e\n\u003cli\u003eImage classification and generation\u003c\/li\u003e\n\u003cli\u003eDeep learning for text and sequences\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eAbout the Reader\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eYou'll need intermediate R programming skills. No previous experience with machine learning or deep learning is assumed. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the Authors\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eFrançois Chollet\u003c\/b\u003e is a deep-learning researcher at Google and the author of the Keras library. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eJ.J. Allaire\u003c\/b\u003e is the founder of RStudio and the author of the R interfaces to TensorFlow and Keras. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003col\u003ePART 1 - FUNDAMENTALS OF DEEP LEARNING\u003cli\u003eWhat is deep learning?\u003c\/li\u003e\n\u003cli\u003eBefore we begin: the mathematical building blocks of neural networks\u003c\/li\u003e\n\u003cli\u003eGetting started with neural networks\u003c\/li\u003e\n\u003cli\u003eFundamentals of machine learning\u003c\/li\u003ePART 2 - DEEP LEARNING IN PRACTICE\u003cli\u003eDeep learning for computer vision\u003c\/li\u003e\n\u003cli\u003eDeep learning for text and sequences\u003c\/li\u003e\n\u003cli\u003eAdvanced deep-learning best practices\u003c\/li\u003e\n\u003cli\u003eGenerative deep learning\u003c\/li\u003e\n\u003cli\u003eConclusions\u003c\/li\u003e\n\u003c\/ol\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cb\u003eFrançois Chollet\u003c\/b\u003e is a software engineer at Google and creator of Keras. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eJ.J. Allaire\u003c\/b\u003e 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.\u003cbr\u003e","brand":"Manning Publications","offers":[{"title":"Default Title","offer_id":50493025321234,"sku":"9781617295546","price":36.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_59c4c83f-57d3-4165-9dc4-f9a466031616.jpg?v=1730622639","url":"https:\/\/surprise-castle.myshopify.com\/products\/deep-learning-with-r-9781617295546","provider":"Surprise Castle","version":"1.0","type":"link"}