Half Marathon?

I'm thinking about working toward the Rex Healthcare Half-Marathon in Raleigh in November! Can I be ready? If I try for it, I can certainly get in better shape than I am now. Nothing to lose but weight, right? I don't want to overdo it, though. Race info says I'd need to finish in 3.5 hours.