They very large black and yellow spiders found in yards are garden Spiders.  They can be intimidating due to their large size, but are actually harmless to people. They are predators of insects and can often be found sitting on their webs. Adult are common in the late summer and the females lay egg sacs that make it through the winter.

Extension Bulletin