Notes on the some of the essential Linear Algebra techniques used in data analysis are available in the link below.
Multiplication of two matrices, two vectors, and a matrix and a vector can be written in many different ways. […] Read Post
Topics include –
-Orthogonal Decomposition and Least Square Regression,
-Minimization of Quadratic Forms and PCA,
-Singular Value Decomposition, and
-Linear Discriminant Analysis.
Both Linear Algebra and Multivariable Calculus approaches are presented.
These notes were written up by our RAs: Sugandha Roy, Hasnain Hossain and Rakibul Hasan Rajib.
