If you want to delete data from a CD, the first thing you need to do is make sure that the CD is actually readable by your computer. If the CD doesn’t have any data on it, Windows will prompt you to insert the disc and try to read it. If there is data on the disc, Windows will ask you if you want to delete it. ..