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14.4 Dataset Versioning and Management
Last Updated: March 12, 2026
Ashish Pratap Singh
16 min read
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14.4 Dataset Versioning and Management
The Problem
Why Dataset Versioning Matters
DVC (Data Version Control)
DVC Pipelines
HuggingFace Datasets
Data Lineage Tracking
Storage Strategies
Automated Data Pipelines
Interview Questions
Summary
References
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