The Math and Code Behind K-Means Clustering

Why is K-Means the most popular algorithm in Unsupervised Learning? Let’s dive into its math, and build it from scratch.

Cristian Leo
Towards Data Science
19 min readFeb 13, 2024

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Image generated by DALL-E

K-means clustering is a staple in machine learning for its straightforward approach to organizing complex data. In this article we’ll explore the core of the algorithm. We will delve into…

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A Data Scientist with a passion about recreating all the popular machine learning algorithm from scratch.