A compiler is a program that translates a program written in a source language into a target language. It has two main parts: analysis and synthesis. The analysis part breaks down the source code using lexical analysis, syntax analysis, and semantic analysis. The synthesis part constructs the target program using intermediate code generation, code optimization, and code generation. A compiler translates the source code into assembly code, which is then assembled into machine code and linked with libraries to create an executable program.