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.

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.

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.