Computational efficiency refers to how effectively a computer algorithm uses resources, such as time and memory, to solve a problem. An efficient algorithm can perform tasks quickly and with minimal resource consumption, making it ideal for large datasets or complex calculations. Improving computational efficiency is crucial in fields like data science, machine learning, and software development. Techniques such as optimizing code, using better algorithms, and leveraging parallel processing can significantly enhance performance, leading to faster results and reduced operational costs.