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Update deployment_amzn_sagemaker.md
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jph00 committed Mar 2, 2019
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Expand Up @@ -22,7 +22,7 @@ Sagemaker deployment pricing information can be found [here](https://aws.amazon.

## Setup your SageMaker notebook instance

Setup your notebook instance where you have trained your fast.ai model on a SageMaker notebook instance. To setup a new SageMaker notebook instance with fast.ai installed follow the steps outlined [here](https://course.fast.ai/start_sagemaker.html).
Setup your notebook instance where you have trained your fastai model on a SageMaker notebook instance. To setup a new SageMaker notebook instance with fastai installed follow the steps outlined [here](https://course.fast.ai/start_sagemaker.html).

Ensure you have the Amazon SageMaker Python SDK installed in the kernel named *Python 3*. An example command to run is the following:

Expand All @@ -32,7 +32,7 @@ Ensure you have the Amazon SageMaker Python SDK installed in the kernel named *P

**Train your model on your notebook instance**

Create a Jupyter notebook on your SageMaker notebook instance for your project to train your fast.ai model.
Create a Jupyter notebook on your SageMaker notebook instance for your project to train your fastai model.

An example based on the pets lesson 1 exercise is the following:

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