Practice Bias detection tools - 4.1 | AI Ethics, Bias, and Responsible AI | Artificial Intelligence Advance
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is the purpose of Aequitas?

💡 Hint: Think about what an auditor does.

Question 2

Easy

Name one benefit of using bias detection tools.

💡 Hint: Consider how these tools impact society.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What is Aequitas primarily used for?

  • To increase AI performance
  • To audit algorithmic fairness
  • To develop new algorithms

💡 Hint: Think about fairness.

Question 2

True or False: Fairlearn can only be used in AI systems with equal representation.

  • True
  • False

💡 Hint: Consider what Fairlearn’s purpose is.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

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.

Question 2

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.

Challenge and get performance evaluation