Data compression using Principal Component Analysis (PCA) — If you have ever taken an online course on Machine Learning, you must have come across Principal Component Analysis for dimensionality reduction, or in simple terms, for compression of data. Guess what, I had taken such courses too but I never really understood the graphical significance of PCA because all…