Unit 10: Bias Detection, Testing & Mitigation for Devs
Spot bias early. Fix it fast. Build AI systems that work fairly — for everyone.
Learning Objectives
By the end of this lesson, you’ll be able to:
Identify where bias enters the AI lifecycle
Use appropriate bias detection metrics and tools
Run fairness audits using open-source frameworks
Build mitigation steps into your development workflow
Document and communicate bias-handling practices
⏱️ Suggested completion time: 15 minutes
