/Principal_Component_Analysis

This repository contains introductory notebooks for principal component analysis.

Primary LanguageJupyter Notebook

Principal_Component_Analysis

Perform Principal component analysis and perform clustering using first 3 principal component scores (both heirarchial and k mean clustering(scree plot or elbow curve) and obtain optimum number of clusters and check whether we have obtained same number of clusters with the original data (class column we have ignored at the begining who shows it has 3 clusters)df