I'd solve the problem exactly as in your link (Linear Algebra Toolkit). The method is good. I won't check all the details to see if the answer is good (afterall you can plug the solution into the first 3 equations to see if they are satisfied).

So for your exam, if they ask to find the solutions of a system of linear equations, you can form an augmented matrix and row reduce it.