An algorithm in computer science is a set of specific, step-by-step instructions or rules to be followed in calculations or problem-solving operations, especially by a computer. It is like a recipe that describes the exact steps required for the computer to solve a problem or reach a goal. These can range from simple processes, such as organising a list of numbers, to more complex procedures like image recognition and machine learning. Algorithms are fundamental to computer programming and software development.