The purpose of a cache in computing is to speed up data access by storing frequently used information closer to the CPU. It acts as a temporary storage area that holds copies of data from the main memory. When the CPU needs data, it first checks the cache. If the information is found in the cache, it retrieves it faster than accessing it from the primary memory. This reduces latency and improves the overall performance of programs running on a computer.