Dimensionality Reduction, Eigenvectors, Eigenvalue, Data Science, Machine Learning.
contained in the original variable is maintained. The answer is, Absolutely Yes! Moreover, this will result in a simpler and computationally efficient model and that is where Eigenvalue and Eigenvector comes into the picture. Another pertinent instance, when working with many columns and rows of