Coronary Heart Disease: Prediction Using Machine Learning

The goal of this project was to develop a predictive model of coronary heart disease using machine learning based on the demographic, comorbidity, vital sign and some laboratory investigation data

1. Docs

Final report

This contains complete description on data wrangling, exploratory data analysis and machine learning.

Presentation

This contains presentation on the findings of this study.

2. Notebook

These notebooks contain the codes used in various steps of data analysis.

Data wrangling

Explorator data analysis

Feature engineering

Machine learning