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MLOps and DevOps: Why Data Makes It Different

O'Reilly on Data

With these five layers, we can present a highly productive, data-centric software interface that enables iterative development of large-scale data-intensive applications. However, none of these layers help with modeling and optimization. Model Operations. Model Development.

IT 342
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How to Build a Successful Metadata Management Framework

Alation

A metadata management framework does the same for your data analysts. With a metadata management framework, your data analysts: Optimize search and findability: Create a single portal using role-based access for rapid data access based on job function and need. 3 Critical Steps to Building a Metadata Management Framework.