Uhtred is based on Uhtred the Bold, who was an ealderman of Northumbria. But the big difference here is the Uhtred the Bold was born like 150 years after the events of the show.

I haven't seen vikings, but now I'm disappointed that it's not historical. Ironic given the show was basically the History Channel's small glimpse of redemption after they went all in on reality tv.