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March 31, 2026 | Live

Data Version Control Blog

Insights and updates from the DVC team. Explore best practices in data versioning, machine learning workflows, and model management. Stay informed with our latest news, tutorials, and community highlights.

Bast AI Use Case: Using DVC as a Data Registry for Explainable, Offline-Ready AI

How Bast AI uses DVC as a data registry for unstructured AI pipelines—versioning PDFs, page images, ontologies, and retrieval context to build an explainable, offline-ready medical assistant with full provenance and auditability.
Jeny De Figueiredo
Jeny De Figueiredo
February 11, 2026
7 minutes read
November ’22 Heartbeat
Monthly updates are here! NLP will have a bigger impact than Computer vision? WDYT? Dmitry speaks at Github Universe, MLEM new deployment features, SOC 2 Type 1 compliance, more events, and great Community content. Welcome to November!
Jeny De Figueiredo
Jeny De Figueiredo
November 18, 2022
10 minutes read
Deploy ML models to k8s and SageMaker with a single line of code
MLEM takes the evil configs out of Kubernetes and SageMaker to make your life easier just in time for Halloween šŸŽƒ
Alexander Guschin
Alexander Guschin
October 31, 2022
4 minutes read
From Jupyter Notebook to DVC pipeline for reproducible ML experiments
In this guide we will take a Jupyter Notebook and use Papermill to turn it into a simple, one-stage DVC pipeline.
Rob de Wit
Rob de Wit
October 24, 2022
13 minutes read
October ’22 Heartbeat
Monthly updates are here! Andrew Ng on Democratizing AI with a Data Centric approach, White House Blueprint for AI Bill of Rights, loads of content from the community, Nadia Nahar Meetup video and more! Welcome to October!
Jeny De Figueiredo
Jeny De Figueiredo
October 20, 2022
8 minutes read
Iterative x Hacktoberfest 2022
Hacktoberfest is already started and waiting for new contributors!
Mert Bozkir
Mert Bozkir
October 11, 2022
3 minutes read
DVC and Hydra integration
Use Hydra and DVC in the same project and benefit from the best of both tools.
David de la Iglesia
David de la Iglesia
October 4, 2022
4 minutes read

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