Thursday, November 10, 2011

Matrix arithmetic

Here are a couple bits of basic linear algebra that'll come in handy in the Machine Learning class.

How to multiply matrices

Matrix Identities

If X and Y are two vectors of length m:

If X is (m x n) matrix and Y is (n x 1) vector

Paul's Online Math Notes on Linear Algebra