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What to use data versioning for staging environment?

We are developing our end to end pipeline and realized data versioning for sampled data in dev environment using dvc works good, but what to use for staging env or production env. so that we can reproduce our older model.

Tags: #dataversion, #dvc, #machinelearning, #mlops, #pipelines, #reproducibility

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Posted 12 April 2021

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