Data Science, Machine Learning, Pca, Big Data, Principal Component.
say 60, we get d(d-1)/2 two-dimensional scatter plots. Such a huge number of plots (1770, in this case) makes it certainly difficult to identify the relationship between features. Further, these 2D plots contain only a fraction of the total information present in the dataset. This is when PCA comes