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Update KMeans notebook for clarity (#4886)
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This PR updates the existing KMeans notebook to improve clarity and make the performance benefit clear.

Closes #4135

Authors:
  - Nick Becker (https://github.com/beckernick)

Approvers:
  - Dante Gama Dessavre (https://github.com/dantegd)

URL: #4886
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beckernick committed Sep 27, 2022
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