Deploy an Azure Machine Learning model to a managed endpoint with CLI (v2)

Data Scientist
Azure Machine Learning

Use the Azure Machine Learning CLI (v2) to deploy a machine learning model to a managed online endpoint.

Learning objectives

In this module, you'll learn how to:

  • Understand managed online endpoints.
  • Understand how to use managed endpoint with blue/green deployments.
  • Deploy a MLflow model to a managed online endpoint.


  • Some familiarity with the Azure Machine Learning service.
  • Some experience in training machine learning models using frameworks such as scikit-learn.