Burgess was educated at Gresham's School, Holt, between 1944 and 1949, where he was a member of Farfield.
Burgess's memories of Gresham's during the freezing months of January to March 1947, the coldest British winter on record, are quoted at length in I Will Plant Me a Tree: an Illustrated History of Gresham's School (2002).