Data Version Control in Real Life

We write about machine learning workflow. From data versioning and processing to model productionization. We share our news, findings, interesting reads, community takeaways.
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.
  • Elle O'Brien
  • Jun 08, 20208 min read
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, 20206 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, 20207 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, 20207 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, 20207 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, 202011 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, 20207 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.
  • Elle O'Brien
  • Apr 06, 20206 min read
New Video! 🎥 Reimagining DevOps for Machine Learning
A talk about CI/CD with fuzzy animals.
  • Elle O'Brien
  • Mar 31, 20201 min read
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