DATA614 ADVANCED ANALYTICS, PREDICTIVE MODELING, AND DECISION MAKING (GRADUATE, 3 CREDIT HOURS)

November 16, 2022

This course will provide an introduction to the advanced analytics and data mining models using health care datasets. The models taught will include different instances of generalized linear regression model, mixture models, time series models (AR, ARMA, ARIMA, TAR, Change Point). Software packages such as R and SAS will be used throughout the course.

Prerequisites: DATA600 Data Analysis using R, DATA604 Python Programming and Data Management; DATA610 Introduction to Data Mining Core course.