{"product_id":"deep-learning-with-r","title":"Deep Learning with R","description":"Summary\n\nDeep 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.\n\nContinue 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).\n\nPurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.\n\nAbout the Technology\n\nMachine 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.\n\nAbout the Book\n\nDeep 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.\n\nWhat's Inside\n\nDeep learning from first principles Setting up your own deep-learning environment Image classification and generation Deep learning for text and sequences\nAbout the Reader\n\nYou'll need intermediate R programming skills. No previous experience with machine learning or deep learning is assumed.\n\nAbout the Authors\n\nFrançois Chollet is a deep-learning researcher at Google and the author of the Keras library.\n\nJ.J. Allaire is the founder of RStudio and the author of the R interfaces to TensorFlow and Keras.\n\nTable of Contents\n\nPART 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 learning PART 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\u003cbr\u003eASIN: 161729554X\u003cbr\u003eVSKU: BVV.161729554X.VG\u003cbr\u003eCondition: Very Good\u003cbr\u003eAuthor\/Artist:Chollet, Francois|Allaire, J.J.\u003cbr\u003eBinding: Paperback\u003cbr\u003e\u003cb\u003eNote:\u003c\/b\u003e Any images shown are stock photographs and product may differ from what is shown.  \u003cbr\u003e\u003cb\u003eCondition Notes\u003c\/b\u003e: Book has little sign of wear or use  \u003cbr\u003e","brand":"Blue Vase Books","offers":[{"title":"Default Title","offer_id":43337720168509,"sku":"BVV.161729554X.VG","price":6.88,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0589\/4225\/9261\/files\/161729554X-0.jpg?v=1783891808","url":"https:\/\/www.bluevasebooks.com\/products\/deep-learning-with-r","provider":"Blue Vase Books","version":"1.0","type":"link"}