Why does the matrix have to be symmetric while applying SVD

svd

#1

Hello,

If you notice the last line in the image(underlined) it says that the matrix has to be symmetric.But in real scenarios data is hardly in the form n*n.So how do we change data like that to be in a symmetric form for svd,or am I missing something trivial here.
Please help!!