The classic recurrence is if you're choosing K elements out of N, it either has the first element (in which case you choose K-1 elements out of the remaining N-1) or it doesn't (in which case you choose K elements out of the remaining N-1), so:
N choose K = (N-1 choose K-1) + (N-1 choose K).
Also, if you sum (N choose K) for all values of K you get 2^N.