Examine data science for business applications at the intermediate level. Explore building and validating predictive models; advanced regression modeling, including an in-depth treatment of regression; models for binary outcomes; and causal inference. Statistics 235 and 235H may not both be counted. The equivalent of two lecture hours a week for one semester.