Yes. If you take aspirin or a blood thinner, don't be surprised by the occasional black-and-blue mark. Some supplements, like fish oil and ginkgo, can do it too.
Steroids like prednisone can also cause easy bruising, because they thin your skin. If you notice this happening, don't stop taking your medication, but do talk to your doctor about it.