The compilation process is the transformation of source code written in a high-level programming language into machine code that can be executed by a computer's CPU. This process involves several stages including lexical analysis, syntax analysis, semantic analysis, optimization, and code generation, ensuring that the program runs efficiently and correctly on the target platform.