Remove Contextual Data Remove Data Lake Remove Data Transformation Remove Snapshot
article thumbnail

MLOps and DevOps: Why Data Makes It Different

O'Reilly on Data

ML use cases rarely dictate the master data management solution, so the ML stack needs to integrate with existing data warehouses. 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.

IT 346