update notebooks for beta

[benieric]

Issue #, if available:

Description of changes:

• Add code block to example notebooks so user can always install latest beta distribution if they are allow listed. User can run a single cell to download and install latest, no need to manually insert path to tar.gz

Replace this:

!pip install <path to sagemaker_core tar.gz file>

With this:

%%bash

# Download the latest version of sagemaker_core from the s3 bucket
sagemaker_core_latest=$(aws s3 ls s3://sagemaker-core-beta-release/releases/ | sort | tail -n 1 | awk '{print $4}')
aws s3 cp s3://sagemaker-core-beta-release/releases/$sagemaker_core_latest dist/

# Install the latest version of sagemaker_core
pip install dist/$sagemaker_core_latest

Testing Tested in a SageMaker Studio Notebook:

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[review-notebook-app[bot]]

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