Deploy and consume models with Azure Machine Learning

In this module, you'll learn how to:

• Use managed online endpoints.
• Deploy your MLflow model to a managed online endpoint.
• Deploy a custom model to a managed online endpoint.
• Test online endpoints.

In this module, you'll learn how to:

• Create a batch endpoint.
• Deploy your MLflow model to a batch endpoint.
• Deploy a custom model to a batch endpoint.
• Invoke batch endpoints.

• Introduction
• Explore managed online endpoints
• Deploy your MLflow model to a managed online endpoint
• Deploy a model to a managed online endpoint
• Test managed online endpoints
• Exercise - Deploy an MLflow model to an online endpoint
• Knowledge check
• Summary

• Introduction
• Understand and create batch endpoints
• Deploy your MLflow model to a batch endpoint
• Deploy a custom model to a batch endpoint
• Invoke and troubleshoot batch endpoints
• Exercise - Deploy an MLflow model to a batch endpoint
• Knowledge check
• Summary