{"product_id":"9798868820823","title":"GPU-Accelerated Deep Learning: Essential GPU Ideas, Deep Learning Frameworks, and Optimization Approaches","description":"\u003ch1\u003eGPU-Accelerated Deep Learning: Essential GPU Ideas, Deep Learning Frameworks, and Optimization Approaches\u003c\/h1\u003e \u003ch2\u003eMangrulkar, Ramchandra S; Chavan, Pallavi Vijay\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eExplore the convergence of deep learning and GPU technology. This book is a complete guide for those wishing to use GPUs to accelerate AI workflows.\u003c\/p\u003e\n\n\u003cp\u003eThe book is meant to make complex concepts understandable, with step-by-step instructions on how to set up and use GPUs in deep learning applications. Starting with an introduction to the fundamentals, you'll dive into progressive topics like Convolutional Neural Networks (CNNs) and sequence models, exploring how GPU optimization boosts performance. Further, you will learn the power of generative models, and take your skills by deploying AI models on edge devices. Finally, you will master the art of scaling and distributed training to handle large datasets and complex tasks efficiently.\u003c\/p\u003e\n\n\u003cp\u003eThis book is your roadmap to becoming proficient in deep learning and harnessing the full potential of GPUs.\u003c\/p\u003e\n\n\u003cp\u003e\u003cstrong\u003eWhat You Will Learn:\u003c\/strong\u003e\u003c\/p\u003e\n\n\u003cul\u003e\n\t\u003cli\u003eHow to apply deep learning techniques on GPUs to solve challenging AI problems.\u003c\/li\u003e\n\t\u003cli\u003eOptimizing neural networks for faster training and inference on GPUs\u003c\/li\u003e\n\t\u003cli\u003eIntegration of GPUs with Microsoft Copilots\u003c\/li\u003e\n\t\u003cli\u003eImplementing VAEs (Variational Autoencoders) with TensorFlow and PyTorch\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eWho This Book Is For:\u003c\/p\u003e\n\n\u003cp\u003eIndustry IT professionals in AI. Students pursuing undergraduate and postgraduate degrees in Engineering, Computer Science, Data Science.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2026-01-03\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9798868820823\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/979-8-8688-2083-0\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 146\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":44422146130060,"sku":"9798868820823","price":53.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9798868820823.jpg?v=1779654181","url":"https:\/\/lateknightbooks.com\/products\/9798868820823","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}