I know of fungicides for the ornamentals but I'm totally reluctant to spray them on food plants.
Zucchini is the most vulnerable to mildew in my garden also, Lesa. That's why I have a late planting.
It seems that most seasons, the plants are just useless by the late part of the season :/. Young plants may show some signs of mildew but they are far healthier

.
In my part of the world, I plant zucchini in May and again during the first few days of July. I gotta get the seed in before the 4th or they may not have time to produce before frosts.
It is nice to have an alternative to green beans for a Summer planting. I rotate out the early cabbage. The cabbage gets "hurried along" with zucchini seed planted between the cabbage before the heads can be harvested. But, they can't hang around too long. That early cabbage has to be gone so that the zukes can take over the space

. And, it's
about the same amount of room as needed for the Earliana or Early Flat Dutch cabbage.
Then I can turn a
cold eye on the first planting of zucchini . . .

. When they begin that downward spiral - out they go! Usually, that's about the time squash begins to come off the 2nd planting. But, I gotta say that the mildew doesn't always overtake the older plants near the end of Summer. Then, I've got zucchini like
crazy 
!!
Steve