Docker

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

February 11, 2026

7 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 🎃

Alexander Guschin

October 31, 2022

4 minutes read

Moving Local Experiments to the Cloud with Terraform Provider Iterative (TPI) and Docker

Tutorial for easily running experiments in the cloud with the help of Terraform Provider Iterative (TPI) and Docker.

Casper da Costa-Luis

May 24, 2022

4 minutes read

January ’21 Community Gems

A roundup of technical Q&A's from the DVC community. This month: parallelize your data transfer, compressed datasets, and DVC pipelines in CI/CD.

Elle O'Brien

January 26, 2021

6 minutes read

December ’20 Community Gems

A roundup of technical Q&A's from the DVC community. This month, read about custom DVC plots, teamwork with DVC, CML without Docker, and maintaining several pipelines in parallel!

Elle O'Brien

December 30, 2020

6 minutes read