Pages tagged svd:

Singular Value Decomposition
http://www.uwlax.edu/faculty/will/svd/index.html

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Feature Column from the AMS
http://www.ams.org/featurecolumn/archive/svd.html
An intuitive explanation of the geometric meaning behind SVD.
Good explanation of the SVD
Geometric interpretation of SVD.