What are Eigenvalues and Eigenvectors? Concept and examples using linear transformations.

We will see the concept and definition of eigenvalue and eigenvectors. We will see how span of vector also comes in the picture. Then we will see some examples on eigenvalues and eigenvectors. We will see that looking at transformation one can tell eigenvectors and hence eigenvalues but its not always possible.