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.
DVC 2.0 Pre-Release
Today, we're announcing DVC 2.0 pre-release. We'll share lessons from our journey and how these will be reflected in the coming release.
  • Dmitry Petrov
  • Feb 17, 202115 min read
February '21 Heartbeat
Monthly updates are here! Read all about our growing team, our CEO's interview on The New Stack, integration with spaCy and more!
  • Jeny De Figueiredo
  • Feb 16, 20216 min read
January '21 Community Gems
A roundup of technical Q&A's from the DVC community. This month: parallelize your data transfer, compressed datasets, and DVC pipelines in CI/CD.
  • Elle O'Brien
  • Jan 26, 20217 min read
January '21 Heartbeat
Monthly updates are here! read all about our new R language tutorial, putting DVC to work on an image segmentation pipeline, and a new fast way to setup your DVC remote.
  • Elle O'Brien
  • Jan 20, 20215 min read
December '20 Community Gems
A roundup of technical Q&A's from the DVC community. This month, read about custom DVC plots, teamwork with DVC, CML without Docker, and maintaining several pipelines in parallel!
  • Elle O'Brien
  • Dec 30, 20207 min read
December '20 Heartbeat
Monthly updates are here- read all about our brand new video docs, the DVC Udemy course, open jobs with our team, and essential reading about Git-flow with DVC.
  • Elle O'Brien
  • Dec 18, 20206 min read
Cloud Data Sync Methods and Benchmark: DVC vs Rclone
DVC 1.0 optimized data synchronization to and from remote storage. Here's how we did it.
  • Peter Rowlands
  • Nov 26, 202015 min read
November '20 Community Gems
A roundup of technical Q&A's from the DVC community. This month, learn how to clean your cache and use Git hooks with DVC. And here's an early holiday gift- new Bitbucket support for CML!
  • Elle O'Brien
  • Nov 25, 20209 min read
November '20 Heartbeat
Catch our monthly updates- featuring new video docs and talks, new jobs at DVC, and must-read contributions from the community about MLOps, data science with R, and ML in production.
  • Elle O'Brien
  • Nov 11, 20205 min read
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