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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.
October '20 Community Gems
A roundup of technical Q&A's from the DVC community. This month, learn how DVC files work, how to use DVC plots for multi-class classification problems, and how to deal with some spooky error messages 👻.
  • Elle O'Brien
  • Oct 26, 2020 • 7 min read
October '20 Heartbeat
This month, hear about our international talks, new video docs on our YouTube channel, and the best tutorials from our community.
  • Elle O'Brien
  • Oct 12, 2020 • 5 min read
September '20 Community Gems
A roundup of technical Q&A's from the DVC community. This month, we discuss customizing your DVC plots, the difference between external dependencies and outputs, and how to save models and data in CI.
  • Elle O'Brien
  • Sep 28, 2020 • 8 min read
September '20 Heartbeat
This month, catch us on the Software Engineering Daily Podcast, check out our favorite DVC and CML tutorials and projects, and celebrate 1000 YouTube subscribers!
  • Elle O'Brien
  • Sep 09, 2020 • 5 min read
August '20 Community Gems
A roundup of technical Q&A's from the DVC community. This month, we discuss using CI/CD to validate models, advanced DVC pipeline scenarios, and how CML adds pictures to your GitHub and GitLab comments.
  • Elle O'Brien
  • Aug 27, 2020 • 8 min read
August '20 Heartbeat
Catch our monthly updates- featuring the CML release, DVC meetup recap, a new video tutorial series, and the best reading about pipelines and DataOps.
  • Elle O'Brien
  • Aug 10, 2020 • 7 min read
CML self-hosted runners on demand with GPUs
Use your own GPUs with GitHub Actions & GitLab for continuous machine learning.
  • David G Ortega
  • Aug 07, 2020 • 5 min read
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