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Book Cover
E-book
Author Osipov, Carl.

Title MLOps Engineering at Scale / Carl Osipov
Published New York : Manning Publications Co. LLC, 2022

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Description 1 online resource (280 pages)
Summary 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 explore tools like PyTorch Lightning, Optuna, and MLFlow that make it easy to build pipelines and scale your deep learning models in production
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Machine learning -- Computer programs
Form Electronic book
ISBN 9781617297762
1617297763
9781638356509
1638356505