I wish I had taken more statistics courses. I learned the basics and have picked up a fair amount of the advanced stuff through self-study during graduate school, but I didn't realize during college how useful it would be.

I wish more people would take more computer science courses. Intro to Comp Sci is usually too basic to be useful. Data structures, algorithms, numerical/scientific computing are all useful in a large variety of careers.