DVC

Data and model versioning tool for machine learning and reproducible data pipelines.

Data Management and Open Science Intermediate Data Versioning Tool Explore Provisional Teaching
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Our View

Explore Provisional Teaching

DVC gives Git-like workflows for files that are too large or too changeable to store directly in Git repositories.

Provisional positions are editorial proposals awaiting group review.

Teaching — Recorded in topic offerings; consult the dated event links for availability.

1 topics with recorded teaching · 1 past offerings · 0 upcoming offerings

Related themes: Scientific Computing

Related topics: Automating Research WorkflowsDeveloper Environment

Common use cases

  • Data versioning
  • Pipeline tracking
  • Collaborative analysis workflows

Getting started

DVC supports reproducible data science workflows by tracking large data artifacts and pipeline stages alongside code.