[Backport] docs: Jupyter tutorial#13589
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* docs: notebook for API tutorial * Apply suggestions from code review Co-authored-by: Charles Smith <[email protected]> * address the other comments * typo * add commentary to outputs * address feedback from will * delete unnecessary comment Co-authored-by: Charles Smith <[email protected]>
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Backports #13342, #13345