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Example Tutorials

Detailed walkthroughs demonstrating GlassAlpha's audit capabilities across different use cases.

Available Tutorials

German Credit Audit

Complete walkthrough of auditing a credit scoring model for regulatory compliance (ECOA, FCRA, GDPR).

What you'll learn:

  • Configure GlassAlpha for credit risk models
  • Interpret SHAP explanations for credit decisions
  • Identify bias in credit scoring
  • Generate regulatory-ready audit reports

Duration: 30 minutes

Fraud Detection Audit

Audit a fraud detection model for fairness and false positive rates across demographic groups.

What you'll learn:

  • Balance fraud detection with fairness
  • Threshold analysis for precision-recall tradeoffs
  • Address class imbalance in audit reports

Duration: 25 minutes

Healthcare Bias Detection

Detect and mitigate bias in healthcare outcome prediction models.

What you'll learn:

  • Healthcare-specific protected attributes
  • Calibration testing for diagnostic models
  • Regulatory requirements (HIPAA, FDA guidance)

Duration: 25 minutes

Interactive Notebooks

For hands-on experience with zero setup:

Browse all notebooks: GitHub Repository