Amsterdam is a fantastic city... I went to a boat party which works out great for pre-clubbing... here is their facebook link:

KiSS-Events presents: SessionS- ADE Boat Party | Facebook

I was there in September and you can meet a lot of girls; you're cooped up on a boat though, so have fun, be awesome and enjoy running game!