Reliable Machine Learning: Applying SRE Principles to ML in Production

by Cathy Chen, Niall Murphy, Kranti Parisa

Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in production to how to run a well-tuned model development team in a product organization.

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• Format: Paperback
• Language: English
• ISBN: 1098106229
• ISBN13: 9781098106225
• Release Date: October 2022
• Publisher: O'Reilly Media
• Length: 408 Pages
• Weight: 1.50 lbs.
• Dimensions: 1.0" x 6.9" x 9.1"