My advisor said that I should finish up my degree in applied mathematics. What are the huge differences in what applied mathematics focuses on and does as opposed to others, like computational?

Also, if you have seen the series numbers back in 2006-2007, I want to do what Charlie epps does: create algorithms that analyzes data for amazing results. Is that something applied math would help with assuming I go forward in classes in programming?