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Model Registry

Automate model deployment to Amazon SageMaker with the DVC Model Registry
DVC provides a Git-based mechanism to automate model deployment from an intuitive web UI.
  • Tapa Dipti Sitaula
  • Aug 30, 20236 min read
The DVC 3.0 Stack: Beyond the Command Line
DVC 3.0 introduces a stack of tools outside the command line to bring it closer to where you work (in code, IDE, web) while also focusing on DVC fundamentals.
  • Dave Berenbaum
  • Jun 14, 20234 min read
Building a GitOps ML Model Registry with DVC and GTO
Got your data and model versioning down? ✅ Learn how to take your projects to the next level by creating a model registry right in your project's Git repo
  • Alexander Guschin
  • Dec 07, 20229 min read
Git-backed Machine Learning Model Registry to bring order to chaos
🚀 As Machine Learning projects and teams grow, keeping track of all the models and their production status gets increasingly complex. Iterative Studio's Git-backed Model Registry solves this.
  • Tapa Dipti Sitaula
  • Jul 26, 20224 min read
Productionize your models with MLEM in a Git-native way
Introducing MLEM - one tool to run your models anywhere.
  • Alexander Guschin
  • Jun 01, 20225 min read