Iterative Blogs

Find here Iterative news, findings, interesting reads, community takeaways, deep dive into machine learning workflows from data versioning and processing to model productionization.

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.

Elle O'Brien
May 26, 2020 • 4 min read

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.

Elle O'Brien
May 14, 2020 • 4 min read

Join the DVC Ambassador Program!

We're launching our ambassador program for people all around the world to get involved in the DVC community.

Marcel Ribeiro-Dantas
May 08, 2020 • 5 min read

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.

Dmitry Petrov
May 04, 2020 • 5 min read

Join DVC for Google Season of Docs 2020

A call for writer applications for Google Season of Docs 2020.

Jorge Orpinel Pérez
Apr 30, 2020 • 6 min read

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.

Elle O'Brien
Apr 16, 2020 • 4 min read

April ’20 DVC❤️Heartbeat

Catch up on new DVC releases, talks, and projects in our community. This month, learn what we're up to in MLOps, CI/CD, and the intersection of data science and software engineering.