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# Large-scale Linear Models with TensorFlow
-@{tf.estimator$Estimators} provides (among other things) a rich set of tools for
+`tf.estimator` provides (among other things) a rich set of tools for
working with linear models in TensorFlow. This document provides an overview of
those tools. It explains: