After going through basics on calculus and matrix, now it’s time to combine and use the powerful math tool for solving linear system problems.

In an analogous way, if equation at the left we see a as a number, it can be replaced by a Matrix – illustrated at the right side.

It can be proved as below

in the case of missing eigen value, we deduce below