Python functions are first-class objects that can be assigned to variables, stored in data structures like lists, and nested within other functions. Functions are objects that can be passed around and manipulated like other objects in Python. Some key features of functions include storing functions in lists to iterate over them, using lambda functions for anonymous functions without names, and nesting functions to encapsulate logic.