Data compression in file storage serves the purpose of minimizing the size of data files, making them easier to store and transmit. This is achieved through algorithms that remove redundancy and optimize the representation of information. Reduced file sizes lead to cost savings in storage space and improved data transfer speeds. Compression also plays a crucial role in preserving bandwidth during uploads or downloads, ultimately enhancing efficiency in various applications, such as multimedia streaming and cloud storage.