Reliable Machine Learning: Applying Sre Principles to ML in Production Chen Cathy
Reliable Machine Learning: Applying Sre Principles to ML in Production Chen Cathy Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists,…
Specifikacia Reliable Machine Learning: Applying Sre Principles to ML in Production Chen Cathy
Reliable Machine Learning: Applying Sre Principles to ML in Production Chen Cathy
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 ML reliably, effectively, and accountably within your organization. Sculley, Todd Underwood, and featured guest authors show you how to run an efficient and reliable ML system. 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.By applying an SRE mindset to machine learning, authors and engineering professionals Cathy Chen, Kranti Parisa, Niall Richard Murphy, D.
Whether you want to increase revenue, optimize decision making, solve problems, or understand and influence customer behavior, you'll learn how to perform day-to-day ML tasks while keeping the bigger picture in
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