Eigenvalues and Eigenvectors

• Eigenvalues are scalars, and eigenvectors are vectors that satisfy the equation $Av=\lambda v$
• Eigenvectors point to directions that stay unchanged during transformations like rotation or scaling. Eigenvalues show how much those directions are stretched, squished, or flipped.
• Related to Affine Transformations