IDC 6940 - Capstone Projects in Data Science

Sample Projects

The following are examples of reports from previous capstone projects. While there is room for improvement, they are provided here to assist you in meeting the expectations.

Title	Report
- Linear Mixed Models: Inhale, Exhale, Analyze: BMI’s Imprint on Impulse Oscillometry Outcomes	Website
- Principal Component Analysis	Website
- K-means Clustering	Website
- Cross Validation	Website
-Predicting Plant Extinctions Using the Random Forest Algorithm	Website
-Generalized Estimating Equations	Website
-Predicting Survival of Intensive Care Unit Patients with Support Vector Machines	Website
-Demonstration of a K-Means Clustering Algorithm on Spotify music features	Website