By performing a factory reset on your Samsung tablet, you will wipe all your data from the device. This means that the tablet will have all its options reseted like you just bought it. Also, all your passwords, security patterns, bookmarks, applications, contacts will be deleted. After you perform a factory reset on any device, there is no way to recover your data.