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Apply Ethical AI Principles Using the Responsible AI Dashboard

via LinkedIn Learning

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Details

Provider

LinkedIn Learning
Pricing

Free Trial Available
Languages

English
Certificate

Certificate Available
Effort

35 minutes
Sessions

Self-Paced
Level

Intermediate

Found in

Part of

Foundational AI Skills for Azure Administration

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Learn how to operationalize responsible AI in your machine learning models.

Syllabus

Introduction

Responsible AI dashboard
What you should know

1. Foundations of Responsible AI

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

2. Using 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

Conclusion

Next steps

Taught by

Rodrigo Díaz Concha

Reviews

4.6 rating at LinkedIn Learning based on 20 ratings

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