Project Description
In this project, I worked with data from Open Data Nepal and built machine learning models to predict building damage from the 2015 Nepal Earthquake. I worked with data from the Gorkha and Kavrepalanchok districts.
Overview
- Assessed SQLite database, 2015 Nepal Earthquake, and manipulated data with SQL
- Built logistic regression & decision tree models for classification to predict damage
- Improved models by tuning their hyperparameters
Language & Tools
- Python (Pandas, Matplotlib, Seaborn, Scikit-learn)
- SQL (SQLite)
View Source
- To view featured notebooks, please send me an email at donald@donaldghazi.com