This depends on the bonus. Some casinos give players two or three welcome bonus options. You can only claim one of these. Other sites may spread a welcome package over several deposits, in which case you can claim all of them. As for other promotions, it is typically accepted that players can claim several bonuses at the same time. Always check the rules regarding this before doing so, though.