In computer science, an algorithm is a set of step-by-step instructions designed to perform a specific task or solve a particular problem. Algorithms are fundamental to programming and enable the development of software applications by defining how data is processed. The significance of algorithms lies in their ability to provide efficient solutions, optimize performance, and serve as the conceptual framework for various computational tasks, ranging from simple calculations to complex data analysis.