Practice - Consider Inherent Trade-offs and Unintended Consequences
Practice Questions
Test your understanding with targeted questions
What is historical bias in machine learning?
💡 Hint: Think about how past societal norms affect current decision-making.
Name one principle of ethical AI development.
💡 Hint: These principles help guide the ethical deployment of AI.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What term describes systematic unfairness in AI?
💡 Hint: Think about what can lead to unfair treatment in AI decisions.
True or False: Transparency is unnecessary for AI public trust.
💡 Hint: Why is understanding behind AI decisions significant?
1 more question available
Challenge Problems
Push your limits with advanced challenges
Analyze how implementing differential privacy in a machine learning model can help mitigate bias while maintaining model performance.
💡 Hint: Consider how distortion of data affects learning without losing valuable patterns.
Examine the implications of using biased historical recruiting data in a hiring algorithm. Propose a multi-faceted solution to ensure fairness.
💡 Hint: What steps can improve both data quality and recruitment processes?
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Reference links
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