Gift N., Deza A. Practical MLOps: Operationalizing Machine Learning Models

O’Reilly Media, Inc., 2021. — 492 p. — ISBN: 978-1-098-10301-92021-09-14: First ReleaseGetting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insightful guide takes you through what MLOps is (and how it differs from DevOps) and shows you how to put it into practice to operationalize your machine learning models.