The Rabin-Karp Algorithm is a string searching algorithm that uses hashing to find any one of a set of pattern strings in a text. It is particularly efficient for multiple pattern searches and is often used in plagiarism detection and DNA sequencing applications due to its ability to handle large data efficiently.