Introducing eigenvalues and vectors, and how to find eigenvalues.
Next up: How to find eigenvectors    • 5.2 Finding Eigenvectors  
This video is in a series by Simon Benjamin, an Oxford Professor, which introduces Vectors, Matrices, Determinants and Eigenvectors. The series is meant for people starting University in science or engineering.