The Rojiblancos will go into the game with bags full of confidence after beating Sporting Lisbon 2-0 on Thursday in the Europa League.
However, the white half of Madrid will be soaring with much higher confidence following their impressive showing in Italy where they inflicted a 3-0 defeat on Juventus in the UEFA Champions League.
And several pundits have tipped the Los Blancos to emerge winners following their six-match winning streak.
However, Partey insists they are not doing anything special for the game but says they will need to play a perfect match to edge their city rivals.
“We are not doing anything special for the game. We are just training hard for this match and we hope to have a better game. We have to do our work well and play a complete game.”
Atletico Madrid occupy 2nd spot with 67 points while Real Madrid are just in 3rd position with 63 points after 30 games.