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.
Tuning Hyperparameters with Reproducible Experiments
Using DVC, you'll be able to track the changes that give you an ideal model.
  • Milecia McGregor
  • Jul 19, 20219 min read
July '21 Heartbeat
Monthly updates are here! Great new tutorials from the Community, uptick in jobs requiring DVC, awesome Community discussion on experiments at our June Meetup and a cipher. Can you figure it out?
  • Jeny De Figueiredo
  • Jul 16, 20218 min read
June '21 Community Gems
A roundup of technical Q&A's from the DVC community. This month: DVC pipeline configs, working with remotes, file handling and more.
  • Milecia McGregor
  • Jun 30, 20215 min read
June '21 Heartbeat
Monthly updates are here! Making sense of the MLOps Landscape, Community love, our MLOps philosophy, DVC Studio, R for DVC, new learning opportunities, team members and more!
  • Jeny De Figueiredo
  • Jun 18, 20218 min read
Introducing DVC Studio
🚀 We are excited to release DVC Studio, the online UI for DVC and CML. Use DVC Studio for ML versioning, visualization, teamwork and no-code automation on top of DVC and Git. Read all about the exciting features and watch videos to get started quickly.
  • Tapa Dipti Sitaula
  • Jun 02, 20215 min read
May '21 Community Gems
A roundup of technical Q&A's from the DVC and CML community. This month: remote storage integration, removing old experiments, ideas for running CML pipeline reports and more.
  • Milecia McGregor
  • May 28, 20219 min read
May ’21 Heartbeat
Monthly updates are here! We've hit 30 team members! MLOps learning opportunities, tutorials with integrations, conference videos, Discord server growth, and more!
  • Jeny De Figueiredo
  • May 21, 20219 min read
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