Here is an attempt to rebut SkyHigh's claim that millionaires are generally not college educated. I admit this chart does not prove it empirically. What it does is give, the opinion of three leading scholars in the field. I added the underlines where the chart mentions educational attainment characteristics for the class we are interested in, the very rich.
Chart from Wikpedia on Educational Attainment in the US.