Jose Mourinho's side were held by Fulham in midweek, but secured all three points at Bramall Lane to go fourth in the Premier League - although Manchester City could go back above them when they face Crystal Palace later on Sunday.
Serge Aurier opened the scoring with an early header and Kane added a second to put Tottenham in command at half-time.
