Zucchini tends to grow big very quickly, but a lot of flavor is lost once it becomes much bigger than a cucumber. So if you're growing it, pick it when it's about the size of a cucumber; if you're buying it, choose the small ones.
Although nutrition and fitness are passions of mine, I'm not a professional. Talk to a doctor before making any changes in your diet or exercise habits.