A compiler is a specialized program that translates high-level source code written in programming languages into machine code that can be executed by a computer's processor. This translation process involves several stages, including lexical analysis, syntax analysis, semantic analysis, optimization, and code generation, ensuring that the final executable is efficient and error-free.