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.
September ’19 DVC❤️Heartbeat
Announcing our first meetup in San Francisco, kicking off Google Season of Docs program, sharing Open Source Summit experience, and more news, links, and gems.
  • Svetlana Grinchenko
  • Sep 26, 201914 min read
July ’19 DVC❤️Heartbeat
As we continue to grow DVC together with our fantastic contributors, we enjoy more and more insights, discussions, and articles either created or brought to us by our community.
  • Svetlana Grinchenko
  • Aug 01, 20199 min read
June ’19 DVC❤️Heartbeat
First DVC user survey, sharing our PyCon experience, new portion of Discord discussions, and articles either created or brought to us by our community.
  • Svetlana Grinchenko
  • Jun 26, 20198 min read
May ’19 DVC❤️Heartbeat
DVC accepted into Google Season of Docs 🎉, Dmitry's talk at the O’Reilly AI Conference, new portion of Discord gems, and articles either created or brought to us by our community.
  • Svetlana Grinchenko
  • May 21, 201911 min read
DVC project ideas for Google Season of Docs 2019
DVC.org is applying for Google Season of Docs — a new and unique program sponsored by Google that pairs technical writers with open source projects to collaborate on the open source project documentation.
  • Svetlana Grinchenko
  • Apr 23, 20198 min read
April ’19 DVC❤️Heartbeat
DVC creator Dmitry Petrov is giving a talk on PyCon 2019 🎤, new DVC logo design, new Discord discussions, interesting reads that caught our eye, and everything along the way.
  • Svetlana Grinchenko
  • Apr 18, 201912 min read
March ’19 DVC❤️Heartbeat
The very first issue of the DVC Heartbeat! News, links, Discord discussions from the community.
  • Svetlana Grinchenko
  • Mar 05, 20195 min read
ML best practices in PyTorch dev conf 2018
In the Machine Learning (ML) field tools and techniques for best practices are just starting to be developed.
  • Dmitry Petrov
  • Oct 18, 20184 min read
Best practices of orchestrating Python and R code in ML projects
What is the best way to integrate R and Python languages in one data science project? What are the best practices?
  • Marija Ilić
  • Sep 26, 201710 min read
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