Bias Auditing

Audit AI systems for bias. Learn the audit process, tooling (Fairlearn, AIF360), test set design, audit reporting, and how to defend audits to stakeholders.

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6
Lessons
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Frameworks
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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever is most relevant to your role.

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Bias Audit Process

Intermediate
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Audit Tooling: Fairlearn, AIF360

Intermediate
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Audit Test Set Design

Advanced
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Audit Reporting

Advanced
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Defending Audits to Stakeholders

Advanced
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Continuous Bias Monitoring

Advanced