Gaussian Mixture Models

Covariance matrix video: https://youtu.be/WBlnwvjfMtQ Clustering video: https://youtu.be/QXOkPvFM6NU A friendly description of Gaussian mixture models, a very useful soft clustering method. Announcement: New Book by Luis Serrano! Grokking Machine Learning. bit.ly/grokkingML 40% discount code: serranoyt 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)