Singular Value Decomposition

Deriving patterns from weighty datasets is a rather fun problem that requires dusting off the mathematics textbooks. This wonderfully succinct and informative article outlines the steps involved in applying SVD to the problem of recommendation/suggestion systems. Although widely applied already, I can’t help but consider potential untapped applications for such techniques.
Hopefully I’m not kept awake [...]