Typo in docs transfer_learning.ipynb
Can I work on this issue?
 Hi @kentmchenry ,

Thanks for your observation and I believe you are right. `Model.fit` is meant for training on the inputs for certain epochs. The second reference of model.fit should be actually replaced with model.call .

If you are willing to contribute PR please feel free to do. Thanks! @SuryanarayanaY working it... @SuryanarayanaY PR is here: https://github.com/tensorflow/docs/pull/2236 Hi @kentmchenry ,

Thanks for the PR. I can see the changes also approved by Engg team. Thanks for reporting and also for PR. Welcome, glad I could help @kentmchenry ,

The PR has been merged now. Could we mark it as resolved now. Thanks! Are you satisfied with the resolution of your issue?
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It seems there is a typo in https://www.tensorflow.org/tutorials/images/transfer_learning

In the augmentation section there is a Note as follows:

**Typo**
`Note: These layers are active only during training, when you call [Model.fit](https://www.tensorflow.org/api_docs/python/tf/keras/Model#fit). They are inactive when the model is used in inference mode in [Model.evaluate](https://www.tensorflow.org/api_docs/python/tf/keras/Model#evaluate) or [Model.fit](https://www.tensorflow.org/api_docs/python/tf/keras/Model#fit).`

If I understand correctly the **second** reference to `Model.fit` is not intended or correct and should be changed to `Model.call` as follows:

**Correction**
`Note: These layers are active only during training, when you call [Model.fit](https://www.tensorflow.org/api_docs/python/tf/keras/Model#fit). They are inactive when the model is used in inference mode in [Model.evaluate](https://www.tensorflow.org/api_docs/python/tf/keras/Model#evaluate) or [Model.call](https://www.tensorflow.org/api_docs/python/tf/keras/Model#call).`

I'm willing to help with a pull request if confirmed.