My assumption in college was that graduating mattered, and my major didn't. Thankfully I was right, but it stressed me out at the time.
On a personal level, I wish I'd heard Derek Sivers talk about doing one thing at a time sooner. I spent years trying to be too many things, and I see now how I couldn't help but half-assed all of it.