Functional Programming focuses on writing functions and procedures as the core building blocks of software. It emphasizes immutability and first-class functions, allowing developers to treat functions as data. This programming paradigm helps reduce side effects and enhance code readability and maintainability. Languages like Haskell and Scala are commonly associated with functional programming, promoting a more mathematical approach to coding. This methodology is particularly beneficial in concurrent programming and applications where reliability and correctness are critical.