MHA 506 - Data Mining and Machine Learning

3 Credit Hours
This course covers healthcare analytics using data mining and machine learning techniques. Statistical software, such as SAS or R, will be implemented for data exploration and visualization, classification, clustering and time series analysis. Decision trees, nearest neighbor algorithm, Bayesian analysis, neural network, genetic algorithm and support vector machine methods will be introduced to the students. Case studies and real-world data will leverage students’ data mining and machine learning outcomes.