Is This The Best Animated Guide To KMeans Ever?

Have you ever struggled with understanding KMeans? How it works, how are the data points assigned to a centroid, or how do the centroids move?

If yes, let me help.

I created a beautiful animation using Manim to help you build an intuitive understanding of the algorithm.

Please find this video here: Video Link.

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If you liked this, do let me know if you wish to see more such animations of ML algorithms.

Although it’s just been a day or so since I started using Manim, I will surely try to make more videos if there’s anything you typically face trouble with.

Also, overall feedback on the animations in this video is also welcome.

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Find the code for my tips here: GitHub.

I like to explore, experiment and write about data science concepts and tools. You can read my articles on Medium. Also, you can connect with me on LinkedIn.