Elias Kachunga fired a first-half double for the Terriers to down Alex Neil's men.
The Huddersfield front-man netted either side of a Jonny Howson goal for the hosts to send his side third ahead of the rest of the weekend's action.The eighth instalment of Sky Sports' #10in10 got off to a blistering start when the German opened the scoring in the fifth minute.
The Canaries were immediately level though, Jonny Howson netted his 50th career goal to make it a goal apiece after just six minutes.
Kachunga got his second on 40 minutes, and it proved to be the deciding factor which send David Wagner and the #10in10 bus back to Yorkshire with all three points.