Practice Paramount Importance (2.1.2) - Advanced ML Topics & Ethical Considerations (Weeks 14)
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Paramount Importance

Practice - Paramount Importance

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

Define bias in the context of machine learning.

💡 Hint: Think about discrimination against specific groups.

Question 2 Easy

What is the purpose of accountability in AI?

💡 Hint: Consider the implications of errors in decision-making.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is the main goal of Explainable AI?

To increase model complexity
To make AI decisions understandable
To reduce data privacy

💡 Hint: Think about the relationship between user trust and understanding.

Question 2

True or False: Accountability in AI means no one is responsible for algorithm decisions.

True
False

💡 Hint: Consider the implications of accountability in technology.

2 more questions available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Propose a set of metrics for evaluating fairness in an AI model used for recruitment. Explain your reasoning.

💡 Hint: Consider how different groups are represented in outcomes.

Challenge 2 Hard

Design a plan to ensure accountability in a machine learning system that predicts customer behavior. What steps would you take?

💡 Hint: Think about how you would track decisions back to individuals or teams.

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