Access Amazon SageMaker features with RStudio on Amazon SageMaker
One of the benefits of using RStudio on Amazon SageMaker is the integration of Amazon SageMaker features. This includes integration with Amazon SageMaker Studio Classic and Reticulate.
Use Amazon SageMaker Studio Classic and RStudio on Amazon SageMaker
Your Amazon SageMaker Studio Classic and RStudio instances share the same Amazon EFS file system. This means that
files that you import and create using Studio Classic can be accessed using RStudio and vice versa.
This allows you to work on the same files using both Studio Classic and RStudio without having to
move your files between the two. For more information on this workflow, see the Announcing Fully Managed RStudio on Amazon SageMaker for Data Scientists
Use Amazon SageMaker SDK with reticulate
The reticulate
For a blog that outlines how to use the reticulate package with Amazon SageMaker, see Using R with Amazon SageMaker
The following examples show how to use reticulate for specific use cases.
For a notebook that describes how to use reticulate to do batch transform to make predictions, see Batch Transform Using R with Amazon SageMaker
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For a notebook that describes how to use reticulate to conduct hyperparameter tuning and generate predictions, see Hyperparameter Optimization Using R with Amazon SageMaker
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