- Learn how to register an Mlflow model in Azure Machine Learning.
In this module, you learn how to:
- Log models with MLflow.
- Understand the MLmodel format.
- Register an MLflow model in Azure Machine Learning.
- Create and explore the Responsible AI dashboard for a model in Azure Machine Learning using the Python SDK v2.
In this module, you learn how to:
- Understand Azure Machine Learning's built-in components for responsible AI.
- Create a Responsible AI dashboard.
- Explore a Responsible AI dashboard.
Overview
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Syllabus
- Register an MLflow model in Azure Machine Learning
- Introduction
- Log models with MLflow
- Understand the MLflow model format
- Register an MLflow model
- Exercise - Log and register models with MLflow
- Module assessment
- Summary
- Create and explore the Responsible AI dashboard for a model in Azure Machine Learning
- Introduction
- Understand Responsible AI
- Create the Responsible AI dashboard
- Evaluate the Responsible AI dashboard
- Exercise - Explore the Responsible AI dashboard
- Module assessment
- Summary