Data Science, Machine Learning, Pca, Big Data, Principal Component.
variance of the data. Our final result would be the projection of the original vectors on to k directions, termed as Principal Components(PC). Fig. 1: Plot between Ad Spending (in 1000s) and Population (in 10,000s) taken from a subset of the advertising data (ISLR) for 100 cities. The blue dot