Deploy a model with GitHub Actions

Intermediate
Data Scientist
DevOps Engineer
Machine Learning
GitHub

Learn how to automate and test model deployment with GitHub Actions and the Azure Machine Learning CLI (v2).

Learning objectives

In this module, you'll learn how to:

  • Deploy a model to a managed endpoint.
  • Trigger model deployment with GitHub Actions.
  • Test the deployed model.

Prerequisites

  • Programming experience with Python or R
  • Experience developing and training machine learning models
  • Familiarity with basic Azure Machine Learning concepts