Shipping Machine Learning Systems: A Practical Guide to Building, Deploying, and Scaling in Production - Softcover
Synopsis
Industry leaders demystify real-world ML through case studies and proven recipes for practitioners at companies of all sizes.
"synopsis" may belong to another edition of this title.
About the Authors
Mohamed El-Geish is CTO and Co-Founder of Monta AI. He has built machine learning systems used daily by millions worldwide. He led Amazon's Alexa Speaker Recognition and Cisco's Contact Center AI, co-founded Voicea (acquired by Cisco), contributed to products at LinkedIn and Microsoft, and co-authored 'Computing with Data' (2019).
Shabaz Patel is Associate Director of Applied AI at Best Buy, where he architects scalable ML systems powering search and discovery experiences for millions of users. Previously, at One Concern, he spearheaded innovations in AI-driven climate risk mitigation. Educated at Stanford and IIT, he specializes in scalable MLOps and impactful AI deployments and founded Datmo, an ML startup.
Anand Sampat is Co-Founder and CTO, Overline AI. He is an ML Leader and serial entrepreneur. He previously co-founded Datmo (acquired by One Concern) and led ML Solutions for One Concern, led ML for New Products at PathAI, and led ML at SambaNova Systems.
"About this title" may belong to another edition of this title.
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Shipping Machine Learning Systems
Published by
Cambridge University Press, 2026
ISBN 10: 100912420X
ISBN 13: 9781009124201
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Shipping Machine Learning Systems
Published by
Cambridge University Press, 2026
ISBN 10: 100912420X
ISBN 13: 9781009124201
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Shipping Machine Learning Systems (Paperback)
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Cambridge University Press, Cambridge, 2026
ISBN 10: 100912420X
ISBN 13: 9781009124201
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Paperback. Condition: new. Paperback. This book bridges the gap between theoretical machine learning (ML) and its practical application in industry. It serves as a handbook for shipping production-grade ML systems, addressing challenges often overlooked in academic texts. Drawing on their experience at several major corporations and startups, the authors focus on real-world scenarios, guiding practitioners through the ML lifecycle, from planning and data management to model deployment and optimization. They highlight common pitfalls and offer interview-based case studies from companies that illustrate diverse industrial applications and their unique challenges. Multiple pathways through the book allow readers to choose which stage of the ML development process to focus on, as well as the learning strategy ('crawl,' 'walk,' or 'run') that best suits the needs of their project or team. This book by industry leaders is ideal for professionals and students seeking a clear, practical understanding of machine learning in real-world settings. Through insightful real-world examples, business case studies, and straightforward practical guidance, readers gain essential skills to implement machine learning effectively in industry. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781009124201
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Shipping Machine Learning Systems
Published by
Cambridge University Press, 2026
ISBN 10: 100912420X
ISBN 13: 9781009124201
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Shipping Machine Learning Systems
Published by
Cambridge University Press, 2026
ISBN 10: 100912420X
ISBN 13: 9781009124201
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Shipping Machine Learning Systems: A Practical Guide to Building, Deploying, and Scaling in Production
Published by
Cambridge University Press, 2026
ISBN 10: 100912420X
ISBN 13: 9781009124201
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Shipping Machine Learning Systems
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ISBN 10: 100912420X
ISBN 13: 9781009124201
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Paperback. Condition: New. This book bridges the gap between theoretical machine learning (ML) and its practical application in industry. It serves as a handbook for shipping production-grade ML systems, addressing challenges often overlooked in academic texts. Drawing on their experience at several major corporations and startups, the authors focus on real-world scenarios, guiding practitioners through the ML lifecycle, from planning and data management to model deployment and optimization. They highlight common pitfalls and offer interview-based case studies from companies that illustrate diverse industrial applications and their unique challenges. Multiple pathways through the book allow readers to choose which stage of the ML development process to focus on, as well as the learning strategy ('crawl,' 'walk,' or 'run') that best suits the needs of their project or team. Seller Inventory # LU-9781009124201
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Shipping Machine Learning Systems: A Practical Guide to Building, Deploying, and Scaling in Production
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Cambridge University Press, 2026
ISBN 10: 100912420X
ISBN 13: 9781009124201
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Shipping Machine Learning Systems: A Practical Guide to Building, Deploying, and Scaling in Production
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Cambridge University Press, 2026
ISBN 10: 100912420X
ISBN 13: 9781009124201
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Shipping Machine Learning Systems
Published by
Cambridge University Press, 2026
ISBN 10: 100912420X
ISBN 13: 9781009124201
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Softcover
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