Why does the matrix have to be symmetric while applying SVD




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!!