Practice The Indispensable Need for XAI - 3.1 | Module 7: Advanced ML Topics & Ethical Considerations (Weeks 14) | Machine Learning
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3.1 - The Indispensable Need for XAI

Learning

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What does XAI stand for?

πŸ’‘ Hint: What is the focus of this field?

Question 2

Easy

Why is transparency important in AI?

πŸ’‘ Hint: Think about how users feel when they understand AI decisions.

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 goal of Explainable AI?

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

πŸ’‘ 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

πŸ’‘ Hint: Reflect on the debugging aspect discussed.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

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

πŸ’‘ Hint: What risks arise from opaque decision-making?

Question 2

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

πŸ’‘ Hint: Think about trust between patients and healthcare providers.

Challenge and get performance evaluation