University of Wisconsin Extended Campus is now Wisconsin Online Collaboratives! This name reflects the partnerships of the 13 universities within the Universities of Wisconsin–our state's premier system of public higher education. Through these partnerships we will continue to support online degrees, certificates and courses–along with support services to you.

Capstone Projects

Deep Learning for ECG Heartbeat Classification

Program: Data Science Master's
Location: Not Specified (remote)
Student: Dax Dickenson

The project was a case study to evaluate the feasibility of using deep learning to classify ECG signals. The neural network was modeled after another study but ended up being a simplified version. Much more research needs to be done to make this model useful in the clinical setting.