The victory came after Jose Mourinho gambled by dropping club captain Iker Casillas to the bench.
Madrid are now 16 points adrift of Barcelona, and seven behind Atletico Madrid.
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Who of Europe’s top strikers will move to England this summer?
After a dreadful start to their Bundesliga campaign, Borussia Dortmund appear to have weathered the storm after going five matches without defeat.