ML Final Project

Contributors: Michael Dunlap, Cole Whittington, Lucas Rayder, Isaac Tabor, and Seth Spire

---

Data Overview

The raw data for this project is sourced from NASA EarthData: ORNL Cloud Arctic Treeline Dendrometry Env

Note: The raw data size exceeds 3 GB. Downloading and running this locally may be challenging depending on your hardware.

Processed Data:

• File Name: categorical_data.csv
• Location: Final App folder

---

Project Structure & Code

The repository is organized as follows:

• Data Engineering:
  • Data_Engineering.R (Main Repo)
  • adding_cats.ipynb (Main Repo)
• Application Source:
  • Located in the Final App folder.
• Combined.ipynb:
  • Located in the Final App folder
  • Is a combination of all of our code, separate from the app

---

Workflow

To replicate our process, execute the files in the following order:

1. Data Engineering.R
2. Adding Cats.ipynb
3. Final_App Source Code

---

Live Application

The final published application is hosted on Posit Cloud. You can view it here:

View Final App