Intermediate · 30 minYou are hereRead
k-means clustering
With no labels at all, find k groups by giving each point to its nearest centre, moving each centre to the mean of its points, and repeating until nothing changes.
Classical machine learning
Clustering and dimensionality reduction
Without labels, a model can still find groups and directions in data. This topic clusters points with k-means, models them as a blend of bell-shaped clouds, and describes each example by a few numbers instead of many.
Start with k-means clustering0 of 3 read
Lessons on this topic
Related topics