{"product_id":"hands-on-python-and-cntk-sarful-hassan-9798314027882","title":"Hands-On Python and CNTK: A Practical Guide to Deep Learning and AI Development","description":"\u003cp\u003eAre you looking to master \u003cb\u003edeep learning\u003c\/b\u003e, \u003cb\u003eartificial intelligence (AI)\u003c\/b\u003e, and \u003cb\u003ePython programming\u003c\/b\u003e? \u003cb\u003e\"Hands-On Python and CNTK: A Practical Guide to Deep Learning and AI Development\"\u003c\/b\u003e is the perfect resource for developers, machine learning enthusiasts, and data scientists who want to build \u003cb\u003eAI applications\u003c\/b\u003e using \u003cb\u003eMicrosoft's Cognitive Toolkit (CNTK)\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eThis practical guide will walk you through every step of the process, from \u003cb\u003esetting up CNTK\u003c\/b\u003e to \u003cb\u003edeveloping powerful deep learning models\u003c\/b\u003e. Whether you're a beginner or an experienced developer, this book will give you the \u003cb\u003ehands-on experience\u003c\/b\u003e you need to start creating cutting-edge AI models with Python and CNTK.\u003c\/p\u003eKey Highlights: \u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eDeep Learning with Python and CNTK\u003c\/b\u003e: Master \u003cb\u003ePython programming\u003c\/b\u003e and learn how to use \u003cb\u003eCNTK\u003c\/b\u003e for building neural networks and deep learning applications.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eHands-on Deep Learning Projects\u003c\/b\u003e: Work on \u003cb\u003ereal-world projects\u003c\/b\u003e such as \u003cb\u003eimage classification\u003c\/b\u003e, \u003cb\u003espeech recognition\u003c\/b\u003e, and \u003cb\u003etime series forecasting\u003c\/b\u003e using \u003cb\u003ePython\u003c\/b\u003e, \u003cb\u003eCNTK\u003c\/b\u003e, and deep learning techniques.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eNeural Networks and GPU Acceleration\u003c\/b\u003e: Build efficient \u003cb\u003eneural networks\u003c\/b\u003e and speed up training using \u003cb\u003eGPU acceleration\u003c\/b\u003e for high-performance computation in deep learning.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eAdvanced AI Techniques\u003c\/b\u003e: Dive into advanced topics like \u003cb\u003econvolutional neural networks (CNNs)\u003c\/b\u003e for image classification, \u003cb\u003erecurrent neural networks (RNNs)\u003c\/b\u003e for NLP, and \u003cb\u003ereinforcement learning\u003c\/b\u003e for predictive modeling.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eOptimize Deep Learning Models\u003c\/b\u003e: Learn advanced optimization techniques, including \u003cb\u003ehyperparameter tuning\u003c\/b\u003e, \u003cb\u003eearly stopping\u003c\/b\u003e, \u003cb\u003emodel checkpoints\u003c\/b\u003e, and how to deploy scalable \u003cb\u003eAI models\u003c\/b\u003e.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eCNTK for Scalable AI Solutions\u003c\/b\u003e: Utilize CNTK's \u003cb\u003eparallelization features\u003c\/b\u003e for \u003cb\u003elarge-scale model training\u003c\/b\u003e and explore the world of \u003cb\u003edistributed training\u003c\/b\u003e.\u003c\/li\u003e\n\u003c\/ul\u003eWhy Should You Read This Book?\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eComprehensive Guide\u003c\/b\u003e: Gain a \u003cb\u003edeep understanding of deep learning\u003c\/b\u003e, from the basics of \u003cb\u003ePython programming\u003c\/b\u003e to advanced \u003cb\u003eAI model development\u003c\/b\u003e with \u003cb\u003eCNTK\u003c\/b\u003e.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePractical Approach\u003c\/b\u003e: This \u003cb\u003ehands-on\u003c\/b\u003e book is packed with \u003cb\u003eexercises\u003c\/b\u003e, \u003cb\u003ePython code examples\u003c\/b\u003e, and \u003cb\u003eprojects\u003c\/b\u003e that will help you apply what you learn immediately.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eBuild Real-World AI Applications\u003c\/b\u003e: Apply deep learning to \u003cb\u003ereal-world tasks\u003c\/b\u003e like \u003cb\u003espeech recognition\u003c\/b\u003e, \u003cb\u003eimage classification\u003c\/b\u003e, \u003cb\u003eNLP\u003c\/b\u003e, \u003cb\u003eforecasting\u003c\/b\u003e, and more.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eOptimized for Performance\u003c\/b\u003e: Learn to work with \u003cb\u003eGPU acceleration\u003c\/b\u003e and \u003cb\u003eparallelized training\u003c\/b\u003e to build fast, scalable models.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eUnlock the Power of CNTK\u003c\/b\u003e: Learn how to leverage \u003cb\u003eMicrosoft CNTK\u003c\/b\u003e to accelerate your AI projects, ensuring high efficiency and performance.\u003c\/li\u003e\n\u003c\/ul\u003eTopics Covered: \u003cul\u003e\n\u003cli\u003eIntroduction to \u003cb\u003eCNTK\u003c\/b\u003e and \u003cb\u003ePython\u003c\/b\u003e for deep learning\u003c\/li\u003e\n\u003cli\u003eUnderstanding \u003cb\u003eneural networks\u003c\/b\u003e and how they work\u003c\/li\u003e\n\u003cli\u003eBuilding \u003cb\u003ecustom layers\u003c\/b\u003e, \u003cb\u003eactivation functions\u003c\/b\u003e, and \u003cb\u003eloss functions\u003c\/b\u003e\n\u003c\/li\u003e\n\u003cli\u003eWorking with \u003cb\u003eadvanced models\u003c\/b\u003e like \u003cb\u003eCNNs\u003c\/b\u003e and \u003cb\u003eRNNs\u003c\/b\u003e\n\u003c\/li\u003e\n\u003cli\u003eImplementing \u003cb\u003ereinforcement learning\u003c\/b\u003e and \u003cb\u003etransfer learning\u003c\/b\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eOptimizing AI models\u003c\/b\u003e for better performance\u003c\/li\u003e\n\u003cli\u003eUsing \u003cb\u003eGPU acceleration\u003c\/b\u003e for faster training\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eIf you're ready to start building AI applications and solve real-world problems using \u003cb\u003edeep learning\u003c\/b\u003e, this book is the perfect companion. Whether you're interested in \u003cb\u003eimage recognition\u003c\/b\u003e, \u003cb\u003espeech analysis\u003c\/b\u003e, or \u003cb\u003ereinforcement learning\u003c\/b\u003e, \u003cb\u003eHands-On Python and CNTK\u003c\/b\u003e is the only resource you need to become an expert in \u003cb\u003eAI development\u003c\/b\u003e and \u003cb\u003emachine learning\u003c\/b\u003e.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Sarful Hassan\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798314027882\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/13\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 254\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.76lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.53d","brand":"Sarful Hassan","offers":[{"title":"Paperback","offer_id":48217728614655,"sku":"9798314027882","price":13.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f5f785ad-4a05-403e-a71a-85290ce4d46f.jpg?v=1771999053","url":"https:\/\/www.whiterainbookhouse.com\/products\/hands-on-python-and-cntk-sarful-hassan-9798314027882","provider":"WR Book House","version":"1.0","type":"link"}