Guardiola, who picked up the award for the first time, beat Manchester United manager Jose Mourinho, Chelsea head coach Antonio Conte and West Bromwich Albion boss Tony Pulis.
Meanwhile, the 23-year-old Kane received his award after propelling Tottenham to second in the table by netting four goals in three league matches, including a hat-trick in last month's win over Stoke City.
"It's a great honour," Kane told the Premier League's website. "I'm in good form at the minute, I feel confident going into every match."
The England forward won the award by edging out Manchester City duo Gabriel Jesus and David Silva, West Brom defender Gareth McAuley, Hull City goalkeeper Eldin Jakupovic and Everton striker Romelu Lukaku.
News that makes sense
Your trusted source for staying up-to-date with the world around you. Get free daily news updates and analysis, straight to your inbox.
(Reporting by Shravanth Vijayakumar in Bengaluru; Editing by Edmund Blair)
