Linear Algebra Methods for Data Mining
Saara Hyvönen · 2007
Overview of some topics covered and some topics not covered on this course Linear Algebra Methods for Data Mining, Spring 2007, University of HelsinkiLinear algebra tool kit • QR iteration • eigenvalues, eigenvalue decomposition, generalized eigenvalue problem • singular value decomposition SVD • NMF • power method (for finding eigenvalues and-vectors)