Functional programming is a programming paradigm that treats computation as the evaluation of mathematical functions and avoids state and mutable data. It emphasizes functions that do not produce side effects by avoiding changes in mutable state. Functional programming can improve code clarity and ease of reasoning by reducing side effects and mutable state.