The pro dancer will replace regular judge Motsi Mabuse, who is self isolating after an essential trip to Germany.
The BBC revealed on Twitter: "We are pleased to announce that King of Ballroom Anton Du Beke is stepping into our judging panel this weekend. Good luck Anton!"
Strictly Come Dancing continues this weekend on BBC One.