Entropy calculation is a fundamental concept in thermodynamics and information theory, used to quantify the amount of disorder or uncertainty in a system. It provides insights into the efficiency of energy transfer processes and the predictability of information content, serving as a crucial tool in fields ranging from physics to data science.