Permanently deltete a file

I would like to delete certain files from my computr, so they can never been seen, retrieve or somehow found in the back of my PC’s memory. Is it true that if you put something in the recycle bin, it can be retrieved? I heard somethings have to be deleted several times before it was gone, is that true?