An algorithm in computer programming serves as a step-by-step procedure or formula for solving a problem. It translates human logic and instructions into a language that a computer can understand and execute. Algorithms can vary in complexity and efficiency, influencing how effectively a program runs and processes data. Properly designed algorithms enhance performance, enable automation, and are crucial for tasks ranging from simple calculations to complex data processing.