The document discusses various concepts in functional programming, including pure functions, first-class functions, higher-order functions, anonymous and nested functions, and equality of functions. Pure functions are defined as functions that don't change the state by copying variables passed to the function rather than modifying the original data. Examples are provided to demonstrate pure functions using a list and how assignment copies the list by value rather than reference.