fix: update test cell to use Endpoint.invoke() instead of boto3 runtime

refactor: use sagemaker.core resources instead of boto3

fix: use boto3 for model deployment to preserve lineage

update Setup.ipynb

Update compatibility banner in all notebooks

FIx sm pipeline notebook

Update notebooks with improved instructions

Add Setup.ipynb notebook

Update huggingface-llm-falcon-7b-bf16.ipynb

fix mlflow notebook

fix jumpstart notebook

Upniformy all notebook and remove cell outputs

Update mlops notebook

upgrade trainium-inferentia notebook

Update sagemaker model monitoring