Linear Algebra, Eigenvalue, Eigenvectors.
and dynamic behavior of systems. In data science and machine learning, analyzing the eigenvalues of a dataset enables us to understand the primary dimensions of variation, forming the foundation of Principal Component Analysis (PCA). Through this discussion, we see that eigenvalues are not just