Data Mining projects on bioinformatic data (implmented in Python)
1) Project - PCA & Appriori Algorithm (pca-and-appriori-algorithm)
Problem: This project contains 2 parts. First part is to implement the PCA (Principle Components Analysis) algorithm, project the high-dimensional data to 2 dimensions, and plot the 2-dimensional data points. Second part is on implementing Apriori algorithm to generated association rules
PCA Code - (pca)
Appriori Alogrithm Code - (appriori)