During his teen years Burroughs showed a keen interest in learning. Among Burroughs's classmates was future financier
Jay Gould. Burroughs' father believed the basic education provided by the local school was enough and refused to support the young Burroughs when he asked for money to pay for the books or the higher education he wanted. At the age of 17 Burroughs left home to earn funds needed for college by teaching at a school in
Olive, New York.