This document provides an overview of matrix algebra concepts including: (1) How to represent systems of linear equations using matrix notation as AX = B where A is the coefficient matrix, X is the vector of unknowns, and B is the vector of constants. (2) The definitions and properties of matrix operations such as addition, scalar multiplication, and matrix multiplication. (3) The concepts of identity matrices, null matrices, transpose of a matrix, and inverse of a matrix and their properties. (4) How to solve systems of linear equations using the inverse of the coefficient matrix such that if A is invertible, the solution is X = A^-1B.