SVD, First Picture

A = UΣVᵀ as rotate, stretch, rotate. Home: A[1, 1] = [4, 0] and A[1, −1] = [0, −2]. The unit circle becomes an ellipse with σ1 = 2√2 and σ2 = √2.

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