How to be good in Math? (more info inside)

I am good at math with the calculator, but when it comes to non-calculator math I always have to have a paper and pencil or something otherwise I am not good at working out big numbers in my head. I am going into college and I am really nervous about it!
What can I do to improve?

p.s school starts after three days