Learn how to operationalize responsible AI in your machine learning models.
Apply Ethical AI Principles Using the Responsible AI Dashboard
Overview
Syllabus
Introduction
- Responsible AI dashboard
- What you should know
- What is responsible AI?
- Microsoft responsible AI principles
- Tools for responsible AI
- What is the responsible AI dashboard?
- Ways to use the responsible AI dashboard
- Creating the responsible AI dashboard
- Error analysis component
- Model overview and performance analysis component
- Data analysis component
- Feature importances component
- Counterfactuals component
- Causal analysis component
- Using the responsible AI dashboard in Azure ML Studio
- Next steps
Taught by
Rodrigo Díaz Concha
