The silk market is great for fake branded clothes, the girls who work there are really impressive with their language/sales skills.
Beihai park is probably my favourite place to go, its better in summer though.
The Olympic village is quite impressive too, if a little far out.
The pandas at the zoo are very cute but the other animals are not so well looked after so be warned!
