Text compression is the process of reducing the size of a text file by encoding its data more efficiently, which can significantly save storage space and increase transmission speed. It involves algorithms that exploit patterns and redundancies in the data to represent the same information with fewer bits, often balancing the trade-off between compression ratio and computational resources.