Develop Mitigation Strategies and Corrective Measures:

[zepor]

    ○ Time: 1 week
    ○ Tools Required: Fairlearn, AI Fairness 360 (within Azure)
    ○ Steps:
        1. Analyze audit findings to identify bias patterns.
        2. Develop mitigation strategies to address identified biases.
        3. Implement corrective measures in models and processes.
        4. Document strategies and measures taken.
    ○ Documentation:
        § Mitigation strategy documents.
        § Example corrective measures implemented.
    ○ Major Milestone: Mitigation strategies and corrective measures implemented.
    ○ GitHub Issue:

Develop Mitigation Strategies for Biases

Description: Develop and implement mitigation strategies and corrective measures for identified biases in NFL data/models. Tasks:

• Analyze audit findings.
• Develop strategies to mitigate biases.
• Implement corrective measures.
• Document strategies and measures taken. Milestone: Mitigation strategies and corrective measures implemented.

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