If you use sand, they will be too brittle. My best guess would be to use fine gravel. But either won't help if you drop them.
As >>137764 said, you really should buy cheap iron weights. With concrete, you won't be successful the first time, you will have to retry and they won't be balanced. It's a waste of money.