{"product_id":"feature-stores-design-implementation-architecting-reliable-scalable-and-intelligent-feature-platforms-for-machine-learning-at-scale-9798250032278","title":"Feature Stores: DESIGN \u0026 IMPLEMENTATION: Architecting Reliable, Scalable, and Intelligent Feature Platforms for Machine Learning at Scale","description":"\u003cp\u003e • Author(s): Mohan Rayithi\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Database Administration \u0026amp; Management\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFeature engineering breaks more machine learning systems than models ever do.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis book shows you why-and how to fix it.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFeature Stores: Design \u0026amp; Implementation\u003c\/b\u003e is the definitive, end-to-end guide to building scalable, reliable, and future-ready feature platforms for modern machine learning and AI systems.\u003c\/p\u003e\u003cp\u003eWritten from a systems and architecture perspective, this book goes far beyond tools and vendor hype. It explains how Feature Stores actually work in production-across batch and real-time pipelines, offline and online serving, governance, MLOps, deep learning, and generative AI.\u003c\/p\u003e\u003cp\u003eYou'll learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eDesign Feature Stores that eliminate training-serving skew\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eManage time, freshness, versioning, and reproducibility correctly\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eScale feature platforms across hundreds or thousands of models\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuild Feature Stores for real-time fraud, recommendations, and GenAI\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAvoid common anti-patterns that silently break ML systems\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ePrepare for the future with autonomous, AI-driven feature platforms\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003ePacked with real-world case studies, hands-on mini projects, architectural patterns, and exam-ready insights, this book is written for \u003cb\u003edata engineers, ML engineers, architects, and technical leaders\u003c\/b\u003e who want to build ML systems that actually survive production.\u003c\/p\u003e\u003cp\u003eIf your models matter, your features matter more.\u003c\/p\u003e\u003cp\u003eThis book shows you how to get them right.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47568801693847,"sku":"9798250032278","price":2120.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798250032278.webp?v=1774870927","url":"https:\/\/atlanticbooks.com\/products\/feature-stores-design-implementation-architecting-reliable-scalable-and-intelligent-feature-platforms-for-machine-learning-at-scale-9798250032278","provider":"Atlantic Books","version":"1.0","type":"link"}