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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is Explainable AI (XAI)?
💡 Hint: Think about why explaining AI decisions could be important.
Question 2
Easy
Define local explanations in the context of XAI.
💡 Hint: Consider a specific decision an AI model makes.
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 purpose of Explainable AI (XAI)?
- To improve AI performance
- To make AI predictions understandable
- To increase data size
💡 Hint: Think about why understanding AI is critical in many applications.
Question 2
True or False: Local explanations provide insights into the overall model performance.
- True
- False
💡 Hint: Consider what local explanations aim to clarify.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Analyze a scenario where AI is used in loan approvals without using XAI. Discuss potential consequences.
💡 Hint: Consider the importance of accountability in financial decisions.
Question 2
Design an XAI method for a healthcare AI application. Discuss features to consider and potential biases.
💡 Hint: Think about the implications of past data in making healthcare decisions.
Challenge and get performance evaluation