Practice - Counterfactual Explanations
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Practice Questions
Test your understanding with targeted questions
What are counterfactual explanations?
💡 Hint: Think of the 'what if' scenarios.
Why are counterfactual explanations important?
💡 Hint: Consider their role in understanding decisions.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the main purpose of counterfactual explanations?
💡 Hint: Focus on the 'what if' aspect.
True or False: Counterfactuals can help in identifying bias in AI models.
💡 Hint: Reflect on fairness and accuracy.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Design a counterfactual scenario for a hiring algorithm to understand how various qualifications affect hiring decisions.
💡 Hint: Focus on individual qualifications adjustments.
Critique the role of counterfactual explanations in addressing bias in AI systems. Provide examples.
💡 Hint: Consider real-world applications such as credit scoring.
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