 After attending public school in Long Beach, Burke went on to attend the University of Santa Clara and the law department of the University of Southern California at Los Angeles.After obtaining his Bachelor of Laws degree, he was admitted to the bar in 1917 and started up his law practice in Long Beach.During World War I, Burke served as a private, first class in the 12th Training Training Battery of the Field Artillery in Camp Taylor, Kentucky.