Practice The Indispensable Need For Xai (3.1) - Advanced ML Topics & Ethical Considerations (Weeks 14)
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The Indispensable Need for XAI

Practice - The Indispensable Need for XAI

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What does XAI stand for?

💡 Hint: What is the focus of this field?

Question 2 Easy

Why is transparency important in AI?

💡 Hint: Think about how users feel when they understand AI decisions.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is the primary goal of Explainable AI?

To improve model performance
To provide understandable explanations
To reduce data collection

💡 Hint: Think about why users might need to understand AI behavior.

Question 2

True or False: XAI can help identify biases in AI models.

True
False

💡 Hint: Reflect on the debugging aspect discussed.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Discuss the potential consequences if an AI-driven loan approval system operates without XAI.

💡 Hint: What risks arise from opaque decision-making?

Challenge 2 Hard

Analyze how incorporating XAI might alter the landscape of AI applications in healthcare.

💡 Hint: Think about trust between patients and healthcare providers.

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Reference links

Supplementary resources to enhance your learning experience.