A computer algorithm is a step-by-step procedure or formula for solving a problem or performing a task. Algorithms are essential in programming because they dictate how software functions, from simple calculations to complex data processing. They are critical for optimizing performance and efficiency in various applications. Understanding algorithms enables developers to create effective solutions while improving speed and resource management. Thus, their role extends across fields, making them foundational to modern computing.