I'll tell you a little secret for those who decided to walk through the botanical garden on foot - this is the best point to enter the garden, because it is located on a hill. From here it will be easy for you to go to any side of the garden, because you will go down, and not go up as when entering from other places.
P/S: The Botanical Garden is gorgeous!