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Adding Conclusion section, section headings, and other fixes
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site/en/tutorials/quickstart/beginner.ipynb

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"id": "ada44eb947d4"
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"Before you start training, configure the model using Keras `Model.compile`. Set the (`optimizer`)[https://www.tensorflow.org/api_docs/python/tf/keras/optimizers] class to `adam`, set the `loss` to the `loss_fn` function you defined earlier, and specify a metric to be evaluated for the model by setting the `metrics` parameter to `accuracy`."
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"Before you start training, configure and compile the model using Keras `Model.compile`. Set the [`optimizer`](https://www.tensorflow.org/api_docs/python/tf/keras/optimizers) class to `adam`, set the `loss` to the `loss_fn` function you defined earlier, and specify a metric to be evaluated for the model by setting the `metrics` parameter to `accuracy`."
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