HA 8750 - Predictive Analytics in Health Care

3 Credit Hours
Prerequisites: HA 8700.
Description
This course introduces the techniques of predictive modeling and analytics in a data-rich health care business environment. It covers the process of formulating business objectives, data selection, preparation, and partition to successfully design, build, evaluate and implement predictive models for a variety of health care applications. Predictive modeling tools such as classification and decision trees, neural networks, regressions, association analysis, cluster analysis, and others will be discussed in detail and applied to practical health care problems.