{"product_id":"hands-on-deep-learning-with-pytorch-camila-jones-9798308448600","title":"Hands-On Deep Learning with PyTorch: From Fundamentals to Advanced Projects","description":"\u003cp\u003eUnlock the full potential of deep learning with this comprehensive, hands-on guide to \u003cb\u003ePyTorch\u003c\/b\u003e! Whether you are a beginner eager to learn the foundations of deep learning or an experienced practitioner looking to tackle advanced projects, this book has everything you need to get started and master PyTorch.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eKey Features\u003c\/b\u003e: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003ePractical, hands-on approach\u003c\/b\u003e: Dive into real-world projects, step-by-step tutorials, and interactive code examples designed to teach you how to apply deep learning techniques effectively.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eComprehensive coverage\u003c\/b\u003e: From understanding the basics of neural networks and backpropagation to mastering advanced topics like \u003cb\u003eCNNs\u003c\/b\u003e, \u003cb\u003eRNNs\u003c\/b\u003e, \u003cb\u003etransformers\u003c\/b\u003e, \u003cb\u003eGANs\u003c\/b\u003e, and \u003cb\u003ereinforcement learning\u003c\/b\u003e.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eBuild, train, and deploy models\u003c\/b\u003e: Learn how to design and train cutting-edge models for a variety of applications, including image classification, natural language processing, and generative modeling.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eReal-world case studies\u003c\/b\u003e: Explore practical use cases from industries like healthcare, finance, and autonomous vehicles, demonstrating how deep learning is transforming modern technology.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMaster PyTorch\u003c\/b\u003e: Understand the core PyTorch concepts, including tensors, autograd, and GPU acceleration, and apply them in building efficient, scalable deep learning models.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book will take you through the \u003cb\u003ecomplete deep learning workflow\u003c\/b\u003e: \u003c\/p\u003e\u003col\u003e\n\u003cli\u003e\n\u003cb\u003eStart with the basics\u003c\/b\u003e: Learn the foundations of neural networks and PyTorch, setting up your development environment and writing your first deep learning model.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eExplore advanced techniques\u003c\/b\u003e: Dive deep into \u003cb\u003econvolutional neural networks (CNNs)\u003c\/b\u003e for computer vision, \u003cb\u003erecurrent neural networks (RNNs)\u003c\/b\u003e and \u003cb\u003eLSTMs\u003c\/b\u003e for time-series and NLP tasks, and the powerful \u003cb\u003etransformer models\u003c\/b\u003e that power state-of-the-art natural language processing.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eHands-on projects\u003c\/b\u003e: Build practical applications, from image classification and sentiment analysis to creating your own generative models like \u003cb\u003eGANs\u003c\/b\u003e for art and data generation.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eDeploy your models\u003c\/b\u003e: Learn how to take your trained models and deploy them to production with tools like \u003cb\u003ePyTorch Serve\u003c\/b\u003e and \u003cb\u003eONNX\u003c\/b\u003e, or convert them for use with other frameworks such as \u003cb\u003eTensorFlow\u003c\/b\u003e.\u003c\/li\u003e\n\u003c\/ol\u003e\u003cp\u003e\u003cb\u003eWhy This Book?\u003c\/b\u003e\u003cbr\u003eWith clear, simple explanations and practical code examples, this book simplifies complex deep learning concepts and turns theory into action. Each chapter includes exercises and challenges that reinforce your learning, making this a perfect resource for students, professionals, and anyone passionate about AI and machine learning.\u003c\/p\u003e\u003cp\u003eBy the end of this book, you'll have the skills to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBuild deep learning models using \u003cb\u003ePyTorch\u003c\/b\u003e for a variety of tasks.\u003c\/li\u003e\n\u003cli\u003eFine-tune pre-trained models for your own applications.\u003c\/li\u003e\n\u003cli\u003eWork with the latest deep learning techniques and frameworks.\u003c\/li\u003e\n\u003cli\u003eApply deep learning solutions in real-world scenarios.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003ePerfect for\u003c\/b\u003e: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBeginners wanting to learn deep learning and PyTorch from scratch.\u003c\/li\u003e\n\u003cli\u003eIntermediate learners looking to advance their knowledge and tackle more complex models.\u003c\/li\u003e\n\u003cli\u003eDevelopers and AI enthusiasts who want to integrate deep learning into their projects.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eGet ready to build powerful, production-ready deep learning models. Start your journey with \u003cb\u003ePyTorch\u003c\/b\u003e today, and take the first step toward mastering AI!\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Camila Jones\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798308448600\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/26\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 238\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.92lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.50d","brand":"Camila Jones","offers":[{"title":"Paperback","offer_id":47136583909631,"sku":"9798308448600","price":15.91,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_76b81d88-f2ad-442f-a06e-da972145ffe3.jpg?v=1755023790","url":"https:\/\/www.whiterainbookhouse.com\/products\/hands-on-deep-learning-with-pytorch-camila-jones-9798308448600","provider":"WR Book House","version":"1.0","type":"link"}