Principal Component, Dimensionality Reduction, Interview, Interview Questions, Interview Preparation.
Principal Component Analysis (PCA) is a method used to simplify complex data by reducing its dimensions. It works by transforming the original variables into a new set of variables called principal components. These components are ordered by the amount of variance they capture in the data, with the