The Machine Learning “Advent Calendar” Day 5: GMM in Excel

Published: (December 5, 2025 at 12:00 PM EST)
1 min read

Source: Towards Data Science

Introduction

This article introduces the Gaussian Mixture Model as a natural extension of k-Means, by improving how distance is measured through variances and the Mahalanobis distance. Instead of assigning points to clusters with hard boundaries, GMM uses probabilities learned through the Expectation–Maximizatio…

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