Automated Audit Tools

Use automated tools for AI audit. Learn fairness toolkits (AIF360, Fairlearn), explainability tools (SHAP, LIME, Captum), evaluation harnesses (lm-eval-harness), and orchestration.

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Lessons in This Topic

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

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Automated Audit Tools Overview

Intermediate
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Fairness Toolkits

Advanced
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Explainability Tools

Advanced
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Evaluation Harnesses

Advanced
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Audit Orchestration

Advanced
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Tool Selection Criteria

Advanced