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vectors transformed by the matrix: Figure 2: Effect of the matrix A on the unit circle and the basis vectors. Figure 2 illustrates the effect of A on your two-dimensional space. Let’s compare this to the sub-transformations associated with the matrices of the SVD. You can calculate the SVD of A