Principal Component, Dimensionality Reduction, Interview, Interview Questions, Interview Preparation.
first component explaining the most variance. By retaining only a few principal components, PCA helps in understanding data while preserving its essential information. It’s like summarizing a large story into key points, making it easier to grasp and analyze. Principal Component Analysis (PCA) Part