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In this tutorial, machine learning engineers are taught how to use Keras to train binary text classifiers using the IMDB dataset. The tutorial explains how to use R and R Studio to build the classifier, while using Comet ML’s platform to monitor experiments. The tutorial also provides instructions on how to install the necessary dependencies for building the classifier.