Data Science, Linear Algebra, Machine Learning.
Decomposition: Eigenvalues play a central role in decomposing a matrix into its spectral components, which can help analyze and understand the behavior of linear transformations. Differential Equations: Eigenvalues are essential in solving systems of ordinary differential equations, especially in