The `fit_transform` method of `sklearn.preprocessing.LabelBinarizer` in Python is used to transform the labels into binary format. It first fits the label binarizer on the provided labels and then applies the transformation to convert the labels into binary encoded representation. This method efficiently combines the fit and transform operations into a single step.
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