 Eustis was educated at Shadwell School in Albemarle County, Virginia, the Hanover Academy in Hanover County, Virginia before attending the University of Virginia from 1880 to 1882.He then attended Harvard Law School, graduating in 1887.After graduating from Harvard, "much of his time was taken up with the management of his large estate."