I have been teaching undergraduate and graduate-level courses since 2011.
BME3053C: Computer Applications for BME (Spring 2018)
Undergraduate course. It is a computer programming lab and lecture that utilizes MATLAB to analyze biomedical measurements.
BME4760: Biomedical Data Science (Spring 2017)
Undergraduate course. It covers the biomedical applications of data science techniques, which include pre-processing techniques, machine learning data analysis, and data visualization techniques.
BME 6938: Machine Learning for Health and Biomedical Applications (Fall 2016)
This is a graduate-level course designed for students with no prior machine learning experience. It explores major concepts of machine learning and their application in healthcare and biomedical applications.
Biomedical Informatics (Spring 2016)
This is an undergraduate/graduate-level course designed for students with no prior machine learning or natural language processing experience.