The Berlekamp-Massey Algorithm is a powerful tool used to find the shortest linear feedback shift register (LFSR) for a given binary sequence, which is crucial in coding theory and cryptography. It efficiently computes the minimal polynomial of a linearly recurrent sequence, enabling error correction and stream cipher applications.