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Fix a method name typo
PiperOrigin-RevId: 568666099
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site/en/tutorials/customization/custom_training_walkthrough.ipynb

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"source": [
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"### Preview the data\n",
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"Download the simplified version of the penguins dataset (`penguins/simple`) using the TensorFlow Datasets [`tdfs.load`](https://www.tensorflow.org/datasets/api_docs/python/tfds/load) method. There are 344 data records in this dataset. Extract the first five records into a [`DataFrame`](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe) object to inspect a sample of the values in this dataset:"
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"Download the simplified version of the penguins dataset (`penguins/simple`) using the TensorFlow Datasets [`tfds.load`](https://www.tensorflow.org/datasets/api_docs/python/tfds/load) method. There are 344 data records in this dataset. Extract the first five records into a [`DataFrame`](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe) object to inspect a sample of the values in this dataset:"
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{

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