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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, 20217 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, 20217 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, 20212 min read
Easy Stuctural Refactors to Python Source Code
Simple, hassle-free, dependency-free, AST based source code refactoring toolkit.
  • Batuhan Taskaya
  • Sep 24, 20212 min read
September'21 Heartbeat
Monthly updates are here! Awesome new tutorials and guides from the Community, cat's out of the bag on VS Code extension, doc updates, DVC + Streamlit Meetup video, and more!
  • Jeny De Figueiredo
  • Sep 14, 20214 min read
The Road to Hell Starts with Good MLOps Intentions
Why we believe extending best practices of software engineering to machine learning projects will streamline ML and AI development and keep all of us off the road to hell.
  • Dmitry Petrov
  • Sep 07, 20214 min read
August '21 Community Gems
A roundup of technical Q&A's from the DVC community. This month: separate DVC pipelines, working with CML, handling metrics, and more.
  • Milecia McGregor
  • Aug 31, 20213 min read
Using Experiments for Transfer Learning
You can work with pretrained models and fine-tune them with DVC experiments.
  • Milecia McGregor
  • Aug 24, 202112 min read
August'21 Heartbeat
Monthly updates are here! The new data centricity focus, a comparison of DVC, MLFlow and Metaflow, tutorials and tool stacks, doc updates and more!
  • Jeny De Figueiredo
  • Aug 17, 20215 min read