Practice Self-reflection Questions For Students (5) - Advanced ML Topics & Ethical Considerations (Weeks 14)
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Self-Reflection Questions for Students

Practice - Self-Reflection Questions for Students

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is bias in AI?

💡 Hint: Think about the fairness of outcomes.

Question 2 Easy

Name one fairness metric used in AI.

💡 Hint: Consider metrics that compare outcomes across different groups.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What do we mean by bias in AI?

A neutral decision-making process
A systematic prejudice that influences outcomes
An statistical error

💡 Hint: Consider what can skew decisions unfairly.

Question 2

Transparency in AI means:

True
False

💡 Hint: Think about how clear explanations of AI functions can support trust.

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Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Analyze a case where an AI system displays bias. Identify the underlying sources of bias and propose mitigation strategies.

💡 Hint: Break down the problem by stages of the AI development process.

Challenge 2 Hard

Critique the role of transparency in an AI-driven healthcare system's decision-making process and its impact on patient trust.

💡 Hint: Consider the implications of unclear communication on stakeholder trust.

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Reference links

Supplementary resources to enhance your learning experience.