I think the guided tours are about 2 hours long, costing about 15 euros per person. There are tours of both parks, which can be booked from City Hall/Guest Services in the morning. I think they mainly cover architecture and history.
I've never done one myself, but they sound really interesting! I'm not too sure about the language situation though.