[ VIDEO: Premier League highlights ]
Brad Guzan stood tall in net for Aston Villa, keeping a clean sheet against West Ham, while Fabricio Coloccini gets the nod after scoring his first goal in three years for the Magpies.
Jonathan Walters and Juan Mata pair in the midfield as both players scored the game-winning goals for their clubs.
[ RELATED: Premier League stats ]
Sergio Aguero and Shane Long both scored twice over the weekend as Charlie Austin helped QPR earn a point against Manchester City.
Matchday 11 – Premier League Team of the Week (Formation: 3-4-3)
Goalkeeper: Brad Guzan (Aston Villa)
Defenders: Cesar Azpilicueta (Chelsea), Fabricio Coloccini (Newcastle), Ryan Bertrand (Southampton)
Midfielders: Jonathan Walters (Stoke City), Namanja Matic (Chelsea), Juan Mata (Manchester United), Stewart Downing (West Ham)
Forwards: Sergio Aguero (Manchester City), Charlie Austin (Queens Park Rangers), Shane Long (Southampton)