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Knowledge
Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
Define historical bias in your own words.
💡 Hint: Consider how history influences decisions today.
Question 2
Easy
What is representation bias?
💡 Hint: Think about diversity in datasets.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is historical bias?
- A new AI model
- Prejudices found in historical data
- An efficient algorithm
💡 Hint: Think about how past events influence current decisions.
Question 2
True or False: Representation bias occurs when a demographic is excessively represented.
- True
- False
💡 Hint: Look at how diverse the data is.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
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.
Question 2
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.
Challenge and get performance evaluation