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.
Join DVC for Google Season of Docs 2020
A call for writer applications for Google Season of Docs 2020.
  • Jorge Orpinel Pérez
  • Apr 30, 202011 min read
April '20 Community Gems
A roundup of technical Q&A's from the DVC community. This month, we discuss the DVC cache, pipelines, cloud storage options and concurrency.
  • Elle O'Brien
  • Apr 16, 20207 min read
April '20 DVC❤️Heartbeat
Catch up on new DVC releases, talks, and projects in our community. This month, learn what we're up to in MLOps, CI/CD, and the intersection of data science and software engineering.
  • Elle O'Brien
  • Apr 06, 20206 min read
New Video! 🎥 Reimagining DevOps for Machine Learning
A talk about CI/CD with fuzzy animals.
  • Elle O'Brien
  • Mar 31, 20201 min read
March '20 Community Gems
Great discussions and technical Q&A's from our users.
  • Elle O'Brien
  • Mar 12, 20207 min read
March '20 DVC❤️Heartbeat
DVC discussions around the web, our growing team, and recommended reading from the open source community.
  • Elle O'Brien
  • Mar 11, 20205 min read
February '20 Community Gems
Great discussions and technical Q&A's from our users.
  • Elle O'Brien
  • Feb 19, 20208 min read
AITA for making this? A public dataset of Reddit posts about moral dilemmas
Releasing an open natural language dataset based on r/AmItheAsshole.
  • Elle O'Brien
  • Feb 17, 202011 min read
February '20 DVC❤️Heartbeat
DVC talks around the world, new team members, and full-stack machine learning.
  • Elle O'Brien
  • Feb 10, 20204 min read
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