Iterative Blog
Find here DataChain and DVC news, findings, interesting reads, community takeaways, deep dive into machine learning workflows from data versioning and processing to model productionization.
Packaging data and machine learning models for sharing
A virtual poster for SciPy 2020 about sharing versioned datasets and ML models with DVC.
DVC 1.0 release: new features for MLOps
Today we're releasing DVC 1.0 with new exciting features that users were waiting for ❤️. Find all the details in this blog post.
June ’20 Heartbeat
Catch up on new DVC releases, talks, and projects in our community. This month, learn about finishing touches on DVC 1.0, DVC in biomedical research, recommended reading and upcoming MLOps talks.
May '20 Community Gems
A roundup of technical Q&A's from the DVC community. This month, we discuss development best practices, sharing models and data across projects, and using DVC with teams.
May ’20 DVC❤️Heartbeat
Catch up on new DVC releases, talks, and projects in our community. This month, learn about new features in the DVC 1.0 release, ways to get involved, and more from the intersection of data science and software engineering.
Join the DVC Ambassador Program!
We're launching our ambassador program for people all around the world to get involved in the DVC community.
DVC 3 Years 🎉 and 1.0 Pre-release 🚀
Today, we've got three big announcements: 🎉 3rd-year anniversary of DVC, 🚀 DVC 1.0 pre-release is ready and ⭐ 5000 GitHub starts.
Join DVC for Google Season of Docs 2020
A call for writer applications for Google Season of Docs 2020.
April '20 Community Gems
A roundup of technical Q&A's from the DVC community. This month, we discuss the DVC cache, pipelines, cloud storage options and concurrency.