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3 cards from this section. Quick, good the night before a test.
What is one of the key ethical concerns in decision-making with data?
Think about fairness in decisions.
Why is transparency important in data practices?
Consider why users might be concerned.
What should organizations avoid in their data models?
Consider what could lead to unfair results.
True or False: Organizations should prioritize user consent when collecting data.
Think about responsible data usage.
Evaluate the ethical implications of a hypothetical scenario where a company's model unfairly discriminates against a demographic. What steps could they take to rectify the situation?
Consider how to identify and correct biases.
Design a framework for a company that ensures ethical usage of data while meeting its business goals. What elements would you include?
Think about what structures support ethical practices.
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