[DOC] re-running notebook for fixing error in cell output

[Kaustbh]

Reference Issues/PRs

Fixes: #2596

What does this implement/fix? Explain your changes.

This PR re-runs the Jupyter Notebook to fix incorrect cell output caused by execution order issue.

Does your contribution introduce a new dependency? If yes, which one?

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