Using Keras datasets instead of tf datasets
(x_train, y_train), (x_test, y_test) = tf.keras.datasets.mnist.load_data()
(x_train, y_train), (x_test, y_test) = (x_train/ 255., y_train), (x_test/255., y_test)
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Indeed, the MNIST dataset can be accessed/downloaded from many different places and in many different ways. It's a very popular dataset after all.