An algorithm is a step-by-step procedure or set of rules designed to solve a specific problem or perform a task. It acts as a blueprint for data processing and decision-making, providing a systematic approach to problem-solving. Algorithms can vary in complexity from simple calculations to extensive processes used in areas like artificial intelligence and machine learning. They are fundamental in computer science, as they outline how data should be handled, manipulated, and transformed to achieve desired outcomes efficiently.