Entropy coding is a lossless data compression technique that assigns shorter codes to more frequent symbols and longer codes to less frequent ones, optimizing the efficiency of data representation. It is a crucial component in various data compression algorithms, such as JPEG and MPEG, enhancing storage and transmission efficiency without data loss.