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.
November '21 Community Gems
A roundup of technical Q&A's from the DVC and CML community. This month: CML runners, working with data, DVC Studio, and more.
  • Milecia McGregor
  • Nov 30, 20216 min read
November '21 Heartbeat
Monthly updates are here! You will find great tutorials and workflows from the Community, Apache Airflow Integration, new CML docs, DVC en Español, news from the team, update on the coming online course, and more! 😅
  • Jeny De Figueiredo
  • Nov 17, 202112 min read
October '21 Community Gems
A roundup of technical Q&A's from the DVC community. This month: DVC stages, working with outputs, DVC API, and more.
  • Milecia McGregor
  • Oct 28, 20217 min read
October '21 Heartbeat
Monthly updates are here! The word of the month is workflows! Checkout how Community members improve their workflows with DVC and CML. Find out news from the team, new learning opportunities, and more!
  • Jeny De Figueiredo
  • Oct 15, 202112 min read
Adding Data to Build a More Generic Model
You can easily make changes to your dataset using DVC to handle data versioning. This will let you extend your models to handle more generic data.
  • Milecia McGregor
  • Oct 05, 20219 min read
September '21 Community Gems
A roundup of technical Q&A's from the DVC and CML communities. This month: data registries, working with DVC remotes, queued experiments, and more.
  • Milecia McGregor
  • Sep 30, 20215 min read
Easy Stuctural Refactors to Python Source Code
Simple, hassle-free, dependency-free, AST based source code refactoring toolkit.
  • Batuhan Taskaya
  • Sep 24, 20213 min read
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