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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is the purpose of SHAP in AI?
💡 Hint: Think about how AI makes decisions.
Question 2
Easy
What does AIF360 stand for?
💡 Hint: It relates to assessing fairness in AI.
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 the primary purpose of AIF360?
- Explain predictions
- Fairness assessment
- Privacy protection
💡 Hint: Consider how bias could affect AI outcomes.
Question 2
True or False: SecureML allows machine learning training on raw user data.
- True
- False
💡 Hint: Focus on the concept of data privacy.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Imagine you are developing a hiring algorithm that unfairly favors certain demographics. How would you approach using AIF360 to mitigate this bias?
💡 Hint: Think about the importance of input data and fairness.
Question 2
In a scenario where personal data is being used for AI model training, evaluate how Differential Privacy might allow for learning while protecting individuals.
💡 Hint: Consider the balance between analysis and individual privacy.
Challenge and get performance evaluation