Practice Illustrative Case Study Examples For In-depth Discussion (4.2) - Advanced ML Topics & Ethical Considerations (Weeks 14)
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Illustrative Case Study Examples for In-Depth Discussion

Practice - Illustrative Case Study Examples for In-Depth Discussion

Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is algorithmic bias?

💡 Hint: Look at how AI systems might reflect existing societal prejudices.

Question 2 Easy

Name one ethical concern with using AI in lending.

💡 Hint: Consider the impact of past data on current decisions.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is 'historical bias'?

Bias that occurs due to outdated information.
Bias inherited from past societal norms.
No bias exists in AI.

💡 Hint: Think about how history influences current decisions.

Question 2

True or False: Differential privacy guarantees complete anonymity in AI systems.

True
False

💡 Hint: Consider the degree of privacy needed.

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Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Evaluate a scenario where an AI tool amplifies existing biases in healthcare decisions. Propose ethical remedies.

💡 Hint: Consider who is affected by healthcare decisions and how AI could misrepresent them.

Challenge 2 Hard

Critically assess the ethical implications of using LLMs for customer interactions. Discuss privacy concerns and propose safeguards.

💡 Hint: Think about the direct impact on individuals using LLMs in sensitive contexts.

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Reference links

Supplementary resources to enhance your learning experience.