Visualizing the Singular Value Decomposition (SVD)

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Recently I published a paper utilizing the Singular Value Decomposition (SVD), a well-known matrix decomposition method. With my first blog post on my site, I wish to explain how to intuitively visualize the results the singular value decomposition provides using a simple example.
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