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by Mohamed El-Geish, Shabaz Patel, Anand Sampat, and Hira Dangol

Published
2025
ISBN-13
9781009124201

Shipping Machine Learning Systems

A Practical Guide to Building, Deploying, and Scaling in Production

Bridge between ML theory and production systems: planning, data, deployment, monitoring.

About the book

Cambridge University Press guide bridging theoretical ML and real-world production systems. Covers the ML lifecycle from planning and data management through model deployment, optimization, and monitoring—addressing practical challenges often overlooked in academic texts.

Summary

Summary coming soon!

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