Huffman Coding is a lossless data compression algorithm that reduces the size of data by assigning shorter binary codes to more frequent symbols. It builds an optimal prefix tree, ensuring efficient encoding and decoding. Commonly used in file compression formats like ZIP and JPEG, Huffman Coding minimizes storage space without losing information.