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You're correct that the issue is that the Python kernel isn't aware of the Java installation, but unfortunately, you cannot install software or use 'sudo' commands in SageMaker notebook instances directly.
Please read the following carefully :
https://docs.aws.amazon.com/sagemaker/latest/dg/nbi-root-access.html
as a summary
Create a Lifecycle Configuration: A lifecycle configuration is a script that you can use to customize the notebook instance setup. In your lifecycle configuration, you can install Java and set the appropriate environment variables.
Example Script
#!/bin/bash
set -e
sudo yum -y update
sudo yum -y install java-1.8.0-openjdk-devel
Thanks for your response, @sdtslmn. After going through the setups of Lifecycle Configuration. I got the following error when start-up the script. Do you spot anything wrong here?
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The link you've shared is for Notebook Instances (NBIs). NBIs come with Java installed, and you can install software and use
sudocommands as long as your notebook doesn't restrict root access. The question is pertaining to Studio notebooks.Please see my errors below after Lifecycle Configuration setups.