anniegbryant/DA5030_Final_Project

Final project to fulfill course requirements for DA5030: Introduction to Data Mining and Machine Learning at Northeastern University.

Predicting Cognitive Decline in Alzheimer's Disease with Tau-PET Neuroimaging

Here's the Project Directory:

• Business Understanding
• Data Understanding
• Data Preparation
• Modeling
  • Modeling: Original Data
  • Modeling: PCA-Transformed Data
• Model Evaluation
• Deployment
  • Deployment Data Prep
  • Shiny: App, Code
  • Project Video
• Acknowledgments

Access the simulated data here:

• Tau-PET
• Cognitive scores: CDR-Sum of Boxes