A hash function is a mathematical function that takes an input (or "message") and returns a fixed-size string of bytes. It is commonly used in computer science and cryptography for various purposes such as data retrieval, data comparison, and data storage optimization. Hash functions are designed to be fast and efficient, ensuring that the output (hash value) is unique to the input data.