AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
matrix exhibits the following characteristics: 1. Significant values as the main diagonal elements. 2. Zero values as the off-diagonal elements. Hence, the original data points must be transformed to achieve a covariance matrix resembling a diagonal matrix. This process of transforming a matrix