The Huffman coding algorithm is commonly used for data compression. It reduces the size of data by assigning variable-length codes to characters, where more frequently occurring characters receive shorter codes. This results in a compact representation of data, making it efficient for storage and transmission. Huffman coding is widely used in applications such as file compression formats and image encoding, transforming bulky data into a more manageable format without losing any information.