Linear Algebra, Machine Learning, Analytics, Science, Fluid Dynamics.
fluid dynamics, eigenvalues, and eigenvectors can be interpreted as the characteristic flow rates and directions of fluid motion within a system. Imagine a swirling vortex in a fluid. The eigenvalue would represent the strength of the vortex (how fast the fluid is circling), and the eigenvector