Introduction to machine learning operations (MLOps)

Module 1: Learn about DevOps for machine learning, machine learning operations, and MLOps.
In this module, you'll learn:
- Why DevOps is useful for machine learning projects.
- Which DevOps principles can be applied to machine learning projects.
- How to connect Azure DevOps and GitHub with Azure Machine Learning.
Module 2: Learn about source control for machine learning, machine learning operations, and MLOps.
- Trunk-based development with Git.
- How to work with Git in Azure Repos and GitHub.
- How to develop locally with Visual Studio Code.
Module 3: Learn about automation for machine learning, machine learning operations, and MLOps.
- How to use Azure Machine Learning pipelines.
- How to use Azure Pipelines and GitHub Actions to automate workflows.
Module 4: Learn about continuous development for machine learning, machine learning operations, and MLOps.
- How to set up environments for development and production.
- How to control deployments with approval gates.