https://www.3blue1brown.com/essence-of-linear-algebra-page
Math is Fun also has a nice writeup that explain matrix multiplication from a real world example of a bakery making pies and tracking costs:
https://www.mathsisfun.com/algebra/matrix-multiplying.html