2.1 - Bias Type Description Example
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Practice Questions
Test your understanding with targeted questions
What is data bias?
💡 Hint: Think about how data sets might not include all demographic groups.
Give an example of labeling bias.
💡 Hint: Consider how people might label images differently based on race.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is an example of data bias?
💡 Hint: Think about how the AI's limitations relate to the input data.
True or False: Labeling bias can influence the outcomes of AI models.
💡 Hint: Consider how subjective opinions might change data interpretation.
1 more question available
Challenge Problems
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Discuss the long-term implications of deploying an AI tool that reflects existing social biases in job recruitment.
💡 Hint: Consider the social dynamics involved in hiring and how that reflects larger societal structures.
Propose a strategy for mitigating data bias in healthcare AI systems.
💡 Hint: Think about how one might collect data differently to be more inclusive.
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