You can play dice and roulette here.
In the case of the latter you can place more than a single bet.
The chance of winning doesn't depend on your character's luck.
In the back room of the casino you can learn how to steal from other people and to rob houses. If you have enough experience in this kind of things, here you can develop these skills of yours further.