MLOps and DevOps: Why Data Makes It Different
O'Reilly on Data
OCTOBER 19, 2021
To manage the dynamism, we can resort to taking snapshots that represent immutable points in time: of models, of data, of code, and of internal state. Enter the software development layers. Versioning. ML app and software artifacts exist and evolve in a dynamic environment. For this reason, we require a strong versioning layer.
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