An algorithm is a set of defined rules or processes for solving a particular problem or completing a task, especially in computing. Algorithms are crucial in programming and software development because they provide a systematic approach to data processing, decision-making, and calculation. Their importance in computing lies in their ability to optimize performance and efficiency, ensuring tasks are performed accurately and promptly. Algorithms are utilized in various applications, from searching and sorting data to complex functions like machine learning and artificial intelligence.