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chore: add a demo notebook showcasing the summary of bigframes featur…
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…es (#1200)

* chore: add a demo notebook showcasing the summary of bigframes features

* update the notebook with ML pipeline demo

* rename notebook, address feedback

* improve the documentation link in the summary section

* add tests to assert the presence of the template notebook

* mentions partial ordering mode.

* address review comments
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shobsi authored Dec 16, 2024
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