Gaussian Mixture Models

Описание к видео Gaussian Mixture Models

Covariance matrix video:    • The covariance matrix  
Clustering video:    • Clustering: K-means and Hierarchical  

A friendly description of Gaussian mixture models, a very useful soft clustering method.

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0:00 Introduction
0:13 Clustering applications
1:56 Hard clustering - soft clustering
3:36 Step 1: Colouring points
6:10 Step 2: Fitting a Gaussian
10:33 Gaussian Mixture Models (GMM)

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