OK, the best way I can describe it is to get you to think of a file as an accordion. When you pull the accordion open, it's uncompressed and takes up more space. Squeeze the accordion and it becomes compressed and takes up less space.
So, really, the difference in the two isn't quality, but the space it takes up on your drive.