End-to-end machine learning operations (MLOps) with Azure Machine Learning

Machine learning operations (MLOps) applies DevOps principles to machine learning projects. In this learning path, you'll learn how to implement key concepts like source control, automation, and CI/CD to build an end-to-end MLOps solution.

Learn about:

• Use an Azure Machine Learning job for automation
• Trigger Azure Machine Learning jobs with GitHub Actions
• Trigger GitHub Actions with feature-based development
• Work with linting and unit testing in GitHub Actions
• Work with environments in GitHub Actions

Prerequisites

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

Please provide us with your feedback on this learning Feedback form for End-to-end machine learning operations (MLOps) with Azure Machine Learning by Microsoft