beginner5-10 min

K-Means Clustering Visualizer: Watch Clusters Form

Watch k-means clustering find groups in data. Step through centroid updates and assignment as the algorithm converges on clusters.

Thinking... this might take a while, we're idiots

All computation runs in your browser. No frameworks, no GPU, just the raw math behind k-means clustering.