Ferdinand has been looking forward to Sunday's clash with fierce rivals Liverpool.
"A massive game coming up against Liverpool FC - we've got to make sure we beat them," he tweeted.
"They are a team we are big rivals with, loads of history and massive games and goals in the past.
"Hopefully, we can add some more to that and make sure we get the three points on Sunday. We're confident, training and the focus starts to begin for this weekend. A huge game - make sure you're behind us."