Advanced Topics in Predictive Analytics Draft Syllabus
d) Explain, evaluate, and correct for analytical bias, such as proxy bias and target variable bias. e) Explain why being blind to sensitive or prohibited variables is not sufficient to ensure lack of bias. f) Adjust a model when a variable must be excluded. g) Describe the lifecycle of a predictive model and the data which supports it.
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