Project Summary
This project is a work in progress. You can see more about it on my blog.
The plan is to use publicly available data to predict the occurrence of war.
Skills Demonstrated
Python
Numpy
Pandas
Scikit-learn
SQL
Predictive and prescriptive analytics
Machine Learning
Time Series Analysis
Real-World Applications
Risk Management
Global Security
International Trade
Geopolitical Strategy
Key Highlights
SQL data joins
Machine Learning algorithm comparison
Hyperparameter tuning
Model ensemble