Question 9 of 10Pro Only
What ethical considerations should a senior BI analyst address when deploying predictive models that influence business decisions about customers or employees? How do you ensure fairness and avoid harmful biases?
Sample answer preview
Ethical considerations in predictive analytics are not just a moral obligation but a business imperative. Biased models create legal liability, reputational damage, and poor decisions that harm both the people affected and the organization's long-term success.
biasfairnessdisparate impacttransparencyexplainabilityhuman-in-the-loop