{"product_id":"mlops-mastery-from-model-to-production-9798346620396","title":"MLOps Mastery: From Model to Production","description":"\u003cp\u003e • Author(s): Husn Ara\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Machine Theory\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMLOps Mastery: From Model to Production \u003c\/b\u003eis a hands-on guide for data scientists, machine learning engineers, and DevOps practitioners looking to take their machine learning models from the research phase into production. This book provides practical, actionable insights into the entire machine learning lifecycle, from model development to deployment, monitoring, and continuous improvement.\u003cbr\u003eThrough real-world examples and step-by-step instructions, you will learn how to integrate MLOps practices into your workflow, automating the model deployment process, building scalable pipelines, and ensuring seamless collaboration across cross-functional teams.\u003cbr\u003eCovering essential topics such as model versioning, data management, experiment tracking, and performance monitoring, this book emphasizes the importance of robust, repeatable processes in managing the operational aspects of machine learning. You will also explore key MLOps tools and frameworks like Kubernetes, Docker, TensorFlow, and MLflow, and how to use them to streamline model deployment and scaling.\u003cbr\u003eWhether you're new to MLOps or looking to refine your existing practices, \u003ci\u003e MLOps\u003c\/i\u003e Mastery provides a comprehensive roadmap to mastering the complexities of bringing machine learning models to production in a sustainable and reliable way.\u003cbr\u003e\u003cb\u003eKey Features\u003c\/b\u003e: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eIn-depth coverage of MLOps principles and practices\u003c\/li\u003e\n\u003cli\u003eStep-by-step guides to automating and managing ML workflows\u003c\/li\u003e\n\u003cli\u003eReal-world examples using popular tools and frameworks\u003c\/li\u003e\n\u003cli\u003eBest practices for model deployment, scaling, and monitoring\u003c\/li\u003e\n\u003cli\u003eInsights into collaboration between data scientists, engineers, and business teams\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003ci\u003eMLOps Mastery\u003c\/i\u003e is the definitive guide for transforming your machine learning models into production-ready, business-impacting solutions.","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45554856853655,"sku":"9798346620396","price":2476.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798346620396.webp?v=1768589060","url":"https:\/\/atlanticbooks.com\/products\/mlops-mastery-from-model-to-production-9798346620396","provider":"Atlantic Books","version":"1.0","type":"link"}