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.
July '20 Heartbeat
Catch up on new DVC releases, talks, and projects in our community. This month, we recap the DVC 1.0 release, making the list of top 20 fastest growing open-source startups, and interviews galore. Plus: 📣 an invitation to the next DVC meetup!
  • Elle O'Brien
  • Jul 10, 20207 min read
New Release: Continuous Machine Learning (CML) is CI/CD for ML
Today we're launching Continuous Machine Learning (CML), a new open-source project for CI/CD with ML. Let's bring the power of DevOps to ML or MLOps.
  • Dmitry Petrov
  • Jul 07, 20206 min read
June '20 Community Gems
A roundup of technical Q&A's from the DVC community. This month, we discuss migrating to DVC 1.0, the new pipeline format, and our Python API.
  • Elle O'Brien
  • Jun 29, 20207 min read
Packaging data and machine learning models for sharing
A virtual poster for SciPy 2020 about sharing versioned datasets and ML models with DVC.
  • Elle O'Brien
  • Jun 26, 20207 min read
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.
  • Dmitry Petrov
  • Jun 22, 20209 min read
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
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