A programming language is a method of communicating instructions to machines, translating them in a way the machines can understand and act upon. Programming languages contain their own terms, symbols, and syntax that computers interpret to perform tasks. Programmers primarily write in high-level languages that are easier for them to read and understand, rather than low-level languages that speak directly to machines.