This repository contains the project developed in the Introduction to Data Science course (CAP394). Course taught by teachers Dr. Gilberto Queiroz and Dr. Rafael Santos, it's part of the Graduate Program in Applied Computing offered by the Brazilian National Institute for Space Research.

The digital bookdown this project can be found at https://cap-394.firebaseapp.com

• Environment setting
  • Dependencies and installations
• Notebooks
  • Preprocessing
  • Exploratory data analysis
    • EDA matrix files - Interactive notebook
    • EDA family files - Interactive notebook
    • Land cover analysis - Interactive notebook
  • Machine learning
    • Decision tree - Interactive notebook
    • Random foreset - Interactive notebook
    • Support vector machines - Interactive notebook
• Results

Draft Project 📕