Topics in Linear Algebra for Data Analysis

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, Rakibul Hasan Rajib, AI & ML Wing, CCDS