Managing Dataset Versions in Long-Term ML Projects
The MLOps Blog
MARCH 20, 2023
As a result of the life span of these apps and systems, the ML models associated require to be constantly updated, redeployed, and maintained, which means that they require proper dataset version management. As ML projects mature, the datasets used may change due to new technical requirements or industry shifts.
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