Practice - Historical Bias (Societal Bias)
Practice Questions
Test your understanding with targeted questions
Define historical bias in your own words.
💡 Hint: Consider how history influences decisions today.
What is representation bias?
💡 Hint: Think about diversity in datasets.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is historical bias?
💡 Hint: Think about how past events influence current decisions.
True or False: Representation bias occurs when a demographic is excessively represented.
💡 Hint: Look at how diverse the data is.
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Challenge Problems
Push your limits with advanced challenges
Design a machine learning system for hiring that addresses potential historical bias. What factors should you consider?
💡 Hint: Evaluate all stages from data collection to model deployment.
Analyze a case where historical bias led to negative consequences in AI deployment. How could it have been avoided?
💡 Hint: Reflect on both technical and human aspects to tackle biases.
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Reference links
Supplementary resources to enhance your learning experience.