Almost 3 years back I discovered principal component analysis and ever since I have seen it’s application in so many varied fields.
Principal component analysis (PCA) is a multivariate data analysis technique that has varied uses. Performing PCA is fairly simple, it’s the interpretation of the results that’s tricky.
Found these two video that do a great job in explaining PCA and how to interpret it’s results.
PCA in videos