Eigenvectors and Eigenvalues
Most of the material in this section was borrowed from this excellent series of Essence of Linear Algebra youtube videos
Dot Product
The projection interpretation is still valid even of the dot product is 0 or negative
Basis vectors
Eigenvectors
Effect of transformation on the span of the vector
Effect of transformation on the span of a vector
Eigenvectors