Machine Learning, Data Science, Business, Science, Technology.
large numbers of independent variables with collinearity/correlation among themselves. PCA in others terms is used for Dimensionality reduction by reducing noise in the given independent variables. One has to understand how dimensionality reduction works before one can really assess how valuable