Special relativity is one of those unusual theories that requires very little in the way of math or concepts to understand. You take the data from the 1887 Michelson-Morley experiment (which measures the same speed of light, despite different reference frames). You take the idea that the laws of physics work in any reference frame. You take some high-school math, et voilà, special relativity.