Very briefly: an eigenvector is a vector which you multiply the matrix by, and you get a vector that's parallel to the original one.

Hence:

That is:

So what you want to do is subtract from and find by solving the determinant. It will be a cubic. Then use that to find what then has to be to make the equation zero.