Review: Data Versioning for ML�Snapshots, Branches, and Lineage

review
Received: Dec 13, 2024
Published: Dec 31, 2024
Authors: Ananya Jackson ✉ Ethan Turner

Abstract

We compare dataset versioning approaches and propose a lineage-aware policy for regulated ML workflows.

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Cite this article

Jackson, A. & Turner, E. (2024). Review: Data Versioning for ML�Snapshots, Branches, and Lineage. Research Explorations in Global Knowledge & Technology (REGKT), 3 (12). Retrieved from https://regkt.com/article.php?id=347&slug=review-data-versioning-ml-snapshots-branches-lineage

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