{"product_id":"designing-machine-learning-systems-an-iterative-process-for-production-ready-applications","title":"Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications","description":"\u003cp\u003eMachine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. \u003c\/p\u003e\u003cp\u003e Author Chip Huyen, co-founder of Claypot AI, considers each design decision--such as how to process and create training data, which features to use, how often to retrain models, and what to monitor--in the context of how it can help your system as a whole achieve its objectives. The iterative framework in this book uses actual case studies backed by ample references. \u003c\/p\u003e\u003cp\u003e This book will help you tackle scenarios such as: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eEngineering data and choosing the right metrics to solve a business problem\u003c\/li\u003e \u003cli\u003eAutomating the process for continually developing, evaluating, deploying, and updating models\u003c\/li\u003e \u003cli\u003eDeveloping a monitoring system to quickly detect and address issues your models might encounter in production\u003c\/li\u003e \u003cli\u003eArchitecting an ML platform that serves across use cases\u003c\/li\u003e \u003cli\u003eDeveloping responsible ML systems\u003c\/li\u003e \u003c\/ul\u003e\u003cdiv style=\"display:none\"\u003eISBN-10: 1098107969\u003cbr\u003eISBN-13: 9781098107963\u003cbr\u003eAuthor: Huyen, Chip, N\/A, N\/A\u003cbr\u003ePublisher: O'Reilly Media\u003cbr\u003e\n\u003c\/div\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback (Jun 2022)","offer_id":45658822049989,"sku":"9781098107963","price":65.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0708\/6414\/2533\/files\/9781098107963.jpg?v=1768904899","url":"https:\/\/www.inveni.store\/products\/designing-machine-learning-systems-an-iterative-process-for-production-ready-applications","provider":"Inveni","version":"1.0","type":"link"}