How do you solve a million equations in a million unknowns in seconds? You factor the matrix—break it into simple triangular pieces that are easy to solve. This chapter explains the key factorizations and matrix properties that turn huge linear systems into small, manageable ones. It’s a must‑know skill for anyone working with numerical differential equations.