His early education was at the Mount Olive District School, Chester Institute, and Eastman Business College.
He attended Robbins Preparatoy School in Connecticut and Eastman Business College in New York.
Keeler later went to Poughkeepsie, New York where he received a Master of Accounts degree from Eastman Business College.
Goldie was educated in Guelph and at McGill College and at Eastman's National Business College in New York.
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He moved his school to St. Louis in spring of 1858, but due to unfortunate hiring of abolitionist teachers in pro-slavery Missouri, was forced to move again, ultimately establishing the Eastman Business College in Poughkeepsie, New York, on November 3, 1859.