{"product_id":"deep-learning-with-r-by-chollet-francois","title":"Deep Learning with R by Chollet, Francois","description":"\n        \u003cp\u003e\u003cstrong\u003eISBN:\u003c\/strong\u003e 161729554X\u003c\/p\u003e\n        \u003cp\u003e\u003cstrong\u003eAuthor:\u003c\/strong\u003e Chollet, Francois\u003c\/p\u003e\n        \u003cp\u003e\u003cstrong\u003eCondition:\u003c\/strong\u003e new\u003c\/p\u003e\n        \u003cp\u003eSummaryDeep 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 TechnologyMachine 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 BookDeep 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 Franois 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 InsideDeep learning from first principles Setting up your own deep-learning environment Image classification and generation Deep learning for text and sequencesAbout the ReaderYou'll need intermediate R programming skills. No previous experience with machine learning or deep learning is assumed.About the AuthorsFranois 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 ContentsPART 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\u003c\/p\u003e\n        \u003cul\u003e\u003cli\u003e\u003c\/ul\u003e\n        ","brand":"Miakarts Books","offers":[{"title":"Default Title","offer_id":49672369209584,"sku":"NEW161729554X","price":28.85,"currency_code":"USD","in_stock":false}],"url":"https:\/\/ethereallybeautiful.com\/products\/deep-learning-with-r-by-chollet-francois","provider":"Ethereally Beautiful","version":"1.0","type":"link"}