Machine Learning Theory

Unsupervised Learning: K-Means Clustering

K-means Clustering Intuitively Explained

Diego Unzueta
Towards Data Science
7 min readApr 5, 2022

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K-means clustering is an iterative algorithm that selects the cluster centers that minimize the within-cluster variance.

Introduction

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With a Data Science masters’ and now working implementing AI in industry, I look to share some insights of this fascinating field.