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Q1 2022 Best Practices Report Cover image

TDWI Best Practices Report | Unifying Data Management and Analytics Pipelines

March 25, 2022

For years, TDWI research has tracked the platforms, tools, skills, techniques, and processes needed to operationalize data and analytics models in enterprise applications. This TDWI Best Practices Report discusses the current state of DataOps and MLOps practices, platforms, and pipelines in modern organizations. It describes key business drivers, implementation challenges, and key use cases for both DataOps and MLOps pipelines in their respective domains, and for unification of these pipelines within enterprise IT infrastructures.

This report illustrates how the unification of DataOps and MLOps platforms, workflows, and methodologies is dovetailing with enterprise data modernization initiatives.

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