The Fitzroy Gardens are a must. This is a huge park and one of Melbourne's oldest. It has a fairy garden, a fountain, small lake, ducks, walking paths, shade, huge established trees, a tudor village, Captain Cook's cottage, a cafe, and plenty of open space.
www.fitzroygardens.com/