{"product_id":"machine-learning-engineering-in-action-9781617298714","title":"Machine Learning Engineering in Action","description":"\u003cp\u003e • Author(s): Ben Wilson\u003cbr\u003e • Publisher: Manning Publications\u003cbr\u003e • Publisher Imprint: Manning Publications\u003cbr\u003e • BISAC: Data Science - Machine Learning\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003cb\u003eMachine Learning Engineering in Action\u003c\/b\u003e is a roadmap to delivering successful machine learning projects. It teaches you to adopt an efficient, sustainable, and goal-driven approach that author \u003cb\u003e Ben Wilson\u003c\/b\u003e has developed over a decade of data science experience. Every method in this book has been used to solve a breakdown in a real-world project, and is illustrated with production-ready source code and easily reproducible examples. \u003cbr\u003e You'll learn how to plan and scope your project, manage cross-team logistics that avoid fatal communication failures, and design your code's architecture for improved resilience. You'll even discover when not to use machine learning--and the alternative approaches that might be cheaper and more effective. When you're done working through this toolbox guide, you will be able to reliably deliver cost-effective solutions for organizations big and small alike. \u003cbr\u003e\u003c\/p\u003e","brand":"Manning Publications","offers":[{"title":"Paperback","offer_id":45299312820375,"sku":"9781617298714","price":5596.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781617298714.webp?v=1769285426","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-engineering-in-action-9781617298714","provider":"Atlantic Books","version":"1.0","type":"link"}