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Machine learning operations (MLOps)

MLOps leverage DevOps practices with machine learning processes to reliably develop, deploy, and manage machine learning models.
MLOps controls automation processes, monitoring models, control versions, and other aspects necessary to effectively run machine learning models in a production environment.
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Osipov Carl. MLOps Engineering at Scale

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Manning PublicationsCo., 2022. — 344 p. — ISBN: 978-1617297762. MLOps Engineering at Scale teaches you how to implement efficient machine learning systems using pre-built services from AWS and other cloud vendors. This easy-to-follow book guides you step-by-step as you set up your serverless ML infrastructure, even if you’ve never used a cloud platform before. You’ll also...
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