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Is it possible to work with AWS Sagemaker Studio Notebooks using an IDE such as VSCode or PyCharm/IntelliJ running on my local machine? And if yes, how?

Ideally I'd like to want to connect to the Sagemaker-managed Jupyter kernel from my local IDE, so I can see and edit the notebook in my IDE while execution happens in the kernel on AWS Sagemaker.

I know how to connect to a self-managed Jupyter installation on a remote server like EC2. This is not want I want. I'm looking to connect to a kernel managed by Sagemaker Studio.

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VSCode supports a client-server architecture where the server is remote and the client is local. The process is to set up a Visual Studio Code Server on AWS and then connect that remote instance to your local VSCode client, step-by-step directions are here.

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