Practice - Analyze Potential Harms and Risks
Practice Questions
Test your understanding with targeted questions
What is historical bias in machine learning?
💡 Hint: Think about how past discrimination can affect data.
Name a mitigation strategy for bias.
💡 Hint: Consider how to balance out groups in a dataset.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is representation bias?
💡 Hint: Think about the data used for training.
True or False: The only source of bias in AI comes from historical data.
💡 Hint: Consider the entire AI development pipeline.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Design a framework for analyzing the ethical implications of deploying a new AI system in healthcare. Include at least five components.
💡 Hint: Think about how each component interacts together.
Critically evaluate a situation where an AI system inadvertently perpetuates e-commerce segregation by recommending products based on biased reviews. Propose at least three measures to prevent this.
💡 Hint: Focus on both technical adjustments and policy changes.
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Reference links
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