MLOps and DevOps: Why Data Makes It Different
O'Reilly on Data
OCTOBER 19, 2021
This introduces further requirements: The scale of operations is often two orders of magnitude larger than in the earlier data-centric environments. Not only is data larger, but models—deep learning models in particular—are much larger than before. Enter the software development layers. Versioning. Model Development.
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