Source coding is a process in information theory aimed at reducing the number of bits needed to represent data without losing any information, thereby increasing efficiency in data transmission and storage. It involves techniques like Huffman coding and arithmetic coding, which are essential for data compression in various applications such as multimedia file formats and communication systems.