Work with environments in GitHub Actions

Intermediate
Data Scientist
DevOps Engineer
Azure Machine Learning
GitHub

Learn how to train, test, and deploy a machine learning model by using environments as part of your machine learning operations (MLOps) strategy.

Learning objectives

In this module, you'll learn how to:

  • Set up environments in GitHub.
  • Use environments in GitHub Actions.
  • Add approval gates to assign required reviewers before moving the model to the next environment.

Prerequisites

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