Outline 。Introduction Significance and Motivation Mathematical definition of the SVD .Illustrative applications .SVD analysis of gene expression data ●Discussion Introduction Significance and Motivation Mathematical definition of the SVD Illustrative applications SVD analysis of gene expression data Discussion Outline