{"product_id":"deploying-ai-models-from-research-to-real-world-applications-9798310661011","title":"Deploying AI Models: From Research to Real-World Applications","description":"\u003cp\u003e • Author(s): Gilbert Gutiérrez\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003eArtificial intelligence is transforming industries, but building an AI model is only half the battle. The real challenge lies in deploying, scaling, and maintaining AI models in real-world applications. \u003cb\u003eDeploying AI Models: From Research to Real-World Applications\u003c\/b\u003e is a step-by-step guide that helps you transition AI models from the research phase to production-ready systems. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eThis book, the 13th installment in the \u003ci\u003e\u003cb\u003eAI from Scratch series\u003c\/b\u003e\u003c\/i\u003e, focuses on practical AI deployment strategies-from cloud and edge deployment to on-premises solutions, API integration, and MLOps automation. You'll explore how to optimize model performance, manage data pipelines, monitor AI systems, and ensure security and compliance. \u003cp\u003e\u003c\/p\u003eWhether you are a machine learning engineer, data scientist, software developer, or AI enthusiast, this book provides the technical insights and real-world case studies needed to successfully deploy AI models at scale. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat You'll Learn\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eAI Model Lifecycle\u003c\/b\u003e - Understand the transition from research to production\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eCloud Deployment\u003c\/b\u003e - Deploy AI models on AWS SageMaker, Google Vertex AI, and Azure ML\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eEdge AI Deployment\u003c\/b\u003e - Optimize and run AI models on mobile and IoT devices\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eOn-Premises AI Deployment\u003c\/b\u003e - Deploy AI using Kubernetes, Docker, and private servers\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMLOps \u0026amp; Automation\u003c\/b\u003e - Implement CI\/CD pipelines for continuous model updates\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMonitoring \u0026amp; Maintenance\u003c\/b\u003e - Detect model drift, optimize performance, and retrain models\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eSecurity \u0026amp; Ethics\u003c\/b\u003e - Address privacy concerns, AI bias, and compliance regulations\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eIndustry Case Studies\u003c\/b\u003e - Learn from AI deployment in healthcare, finance, e-commerce, and more\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eWho Should Read This Book?\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eAI Practitioners \u0026amp; Researchers\u003c\/b\u003e - Learn how to take AI models beyond research\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMachine Learning Engineers \u0026amp; Data Scientists\u003c\/b\u003e - Master AI deployment best practices\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eSoftware Developers\u003c\/b\u003e - Integrate AI models into applications via APIs and microservices\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eBusiness Leaders \u0026amp; AI Strategists\u003c\/b\u003e - Understand how to implement scalable AI solutions\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eWhy This Book?\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eHands-On Approach\u003c\/b\u003e - Practical examples and deployment scripts\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eComprehensive Coverage\u003c\/b\u003e - Cloud, edge, on-premises, APIs, and MLOps in one book\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eReal-World Case Studies\u003c\/b\u003e - Learn from successful AI deployments across industries\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eFuture-Proof Your Skills\u003c\/b\u003e - Stay ahead with the latest AI deployment trends\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003eBy the end of this book, you will be fully equipped to deploy AI models efficiently and at scale-ensuring that your AI solutions deliver real-world impact. \u003cp\u003e\u003c\/p\u003e\u003ci\u003eTurn your AI models into powerful, production-ready applications today!\u003c\/i\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45561449742487,"sku":"9798310661011","price":2755.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798310661011.webp?v=1768597687","url":"https:\/\/atlanticbooks.com\/products\/deploying-ai-models-from-research-to-real-world-applications-9798310661011","provider":"Atlantic Books","version":"1.0","type":"link"}