What does map do?

Could you please elaborate on the functionality of the 'map' operation in programming? Specifically, how does it transform data by applying a given function to each element of an array or other collection, and then returning a new array or collection with the results of those function applications? I'm interested in understanding the concept and its applications in cryptocurrency and finance-related programming tasks.