Credit risk prediction with explainability, bias detection and bias mitigation on Amazon SageMaker

1. Explainability and Bias Detection

In this section, we demonstrate a end to end ML use case of credit risk prediction with model explainability and bias detection.

Refer Bias Detection for detailed step-by-step instructions .

2. Bias Mitigation

In this section, we demonstrate a end to end ML use case of credit risk prediction with bias mitigation.

Refer Bias Mitigation for detailed step-by-step instructions .