Does a fuzzy black and orange striped caterpillar turn into an orange and black butterfly?

I think you're thinking of the Monarch Butterfly. Either way, no. The Monarch caterpillar is not fuzzy. The fuzzy orange and black caterpillars are likely from the Isabella Tiger Moth. google both those species and you should get pictures, see if we're talking about the same thing.