Compression is a fundamental concept in software development, encompassing various methods like table compression and difference coding. Charles explains how Huffman encoding uses a table to efficiently map characters to bit sequences, while difference coding simplifies data transmission by sending only the changes between values. Additionally, run-length encoding serves as a practical variant for sequences of identical data, showcasing the diverse strategies available for optimizing data storage and transmission.