Barcelona won 5-0 at home to Real earlier in the season, and sit eight points clear of their rivals with seven games left.
Guardiola said: “It is a unique opportunity to strike a decisive blow. If we lose (at the Bernabeu) Madrid will only be five points behind us with six left to play. The league will be very much alive.”