Parallel computing is a processing technique that divides tasks into smaller sub-tasks executed simultaneously across multiple processors or cores. This approach significantly accelerates computational speed and is commonly applied in scientific simulations, big data analysis, and machine learning. By leveraging the power of multiple computing units, parallel computing maximizes resource utilization and reduces execution time for complex calculations. It has become essential in fields that require handling large data sets and executing intricate algorithms efficiently.