MLOps Academy · Lesson

Register Your First Model Version

Push a trained model into the MLflow Model Registry.

What a Registry Is

A model registry is a central catalog for your trained models. Instead of files scattered on laptops, every model lives in one place with a version number. 📚

Runs vs Registered Models

An MLflow run records one training attempt. A registered model is a named entry that points at the best run you choose to promote and keep.

All lessons in this course

  1. Register Your First Model Version
  2. Stages: Staging, Production, Archived
  3. Add Tags and Descriptions to Models
  4. Load a Model Back by Name and Stage
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