K-Means Clustering in R: Assumptions, Origins, Real-World Applications & Practical Guide

K-Means clustering is one of the most widely used algorithms in unsupervised machine learning. It is simple, intuitive, and computationally efficient, making it a foundational technique for data scientists and analysts. However, despite its simplicit...