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.
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.
Monthly updates are here! Food for thought on Meta's Wikipedia fact checker and the EU AI Act, creating an artifact registry with GTO, MLOps course materials from DTU, a new O'Reilly course, and more! Welcome to September!
A roundup of technical Q&A's from the DVC community. This month: explaining DVC versioning mechanism, some tricks with pipelines and CML action, visualizing plots in VS Code extension.
Monthly updates are here! Phenomenal new posdcast, DVC with MinIO, Semantic similarity, DVC for Kaggle, new Model Registry in Studio, first Iterative Internal Hackathon and more! Welcome to August!
Once you have a machine learning model that's ready for production, getting it out can be complicated. In this tutorial, we're going to use MLEM to deploy a model as a web API.
Milecia McGregor
July 19, 2022
7 minutes read
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