@AndyCharles,
Linear algebra started with lines in space. In analytic geometry you learned that a line in a plane with x/y axis can be expressed as Ax+By=C, where A, B & C are constants.
Now if you have two non planar lines, they cross at a point in the plane. Using linear algebra you can find that point analytically. You can also do that using a geometric construction, but reading error enters the problem
Linear algebra expand this process to n-dimensions--geometric constructions are limited to 3 dimensions.
Linear algebra also involves the properties of Matrices.
Wiki--is not too bad here, but there are a multitude of great sites-purplemath is one.
Rap