Matrix multiplication is a binary operation that produces a matrix from two matrices by multiplying rows of the first matrix by columns of the second matrix. This operation is not commutative, meaning the order of multiplication matters, and it is fundamental in various fields such as computer graphics, physics, and machine learning.