{"product_id":"programming-pytorch-for-deep-learning-ian-pointer-9781492045359","title":"Programming Pytorch for Deep Learning: Creating and Deploying Deep Learning Applications","description":"\u003cp\u003eTake the next steps toward mastering deep learning, the machine learning method thatâ s transforming the world around us by the second. In this practical book, youâ ll get up to speed on key ideas using Facebookâ s open source PyTorch framework and gain the latest skills you need to create your very own neural networks. \u003c\/p\u003e\u003cp\u003e Ian Pointer shows you how to set up PyTorch on a cloud-based environment, then walks you through the creation of neural architectures that facilitate operations on images, sound, text, and more through deep dives into each element. He also covers the critical concepts of applying transfer learning to images, debugging models, and PyTorch in production. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eLearn how to deploy deep learning models to production \u003c\/li\u003e\n\u003cli\u003eExplore PyTorch use cases from several leading companies \u003c\/li\u003e\n\u003cli\u003eLearn how to apply transfer learning to images \u003c\/li\u003e\n\u003cli\u003eApply cutting-edge NLP techniques using a model trained on Wikipedia \u003c\/li\u003e\n\u003cli\u003eUse PyTorchâ s torchaudio library to classify audio data with a convolutional-based model \u003c\/li\u003e\n\u003cli\u003eDebug PyTorch models using TensorBoard and flame graphs \u003c\/li\u003e\n\u003cli\u003eDeploy PyTorch applications in production in Docker containers and Kubernetes clusters running on Google Cloud \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ian Pointer\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1492045357\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781492045359\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/29\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 217\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.79lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.19h x 7.00w x 0.46d","brand":"Ian Pointer","offers":[{"title":"Paperback","offer_id":44047081472255,"sku":"9781492045359","price":55.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f5cd015d-4913-493b-bf67-f3383ad92546.jpg?v=1684988147","url":"https:\/\/www.whiterainbookhouse.com\/products\/programming-pytorch-for-deep-learning-ian-pointer-9781492045359","provider":"WR Book House","version":"1.0","type":"link"}