4.1 - Bias detection tools
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Practice Questions
Test your understanding with targeted questions
What is the purpose of Aequitas?
💡 Hint: Think about what an auditor does.
Name one benefit of using bias detection tools.
💡 Hint: Consider how these tools impact society.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is Aequitas primarily used for?
💡 Hint: Think about fairness.
True or False: Fairlearn can only be used in AI systems with equal representation.
💡 Hint: Consider what Fairlearn’s purpose is.
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Challenge Problems
Push your limits with advanced challenges
Design a comprehensive plan using Aequitas to audit an algorithm that predicts housing prices. Detail the data needed and metrics to evaluate.
💡 Hint: Think about what factors might influence housing prices.
Critically evaluate a recent case where an AI system was found to be biased. Discuss how bias detection tools could have changed the outcome.
💡 Hint: Research recent headlines about AI bias.
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