Child Mortality Analysis Using Unsupervised Learning

Tags: PCA | Clustering | Health Analytics

Link: GitHub

🔍 Overview

Explored global causes of death in children under 5 across 30 years using clustering and dimensionality reduction.

❓ Key Questions

• Which countries share similar child mortality profiles?

• What are the leading causes of death?

🧪 Methodology

• PCA & SVD for dimensionality reduction

• K-Means and Hierarchical Clustering for grouping

📈 Results

• 7 principal components captured 90%+ variance

• India, Nigeria, Ethiopia showed highest under-5 death burden