We're going to predict customer churn using a clustering technique called the Gaussian Mixture Model! This is a probability distribution that consists of multiple Gaussian distributions, very cool. I also have something important but unrelated to say in the beginning of the video.
Code for this video:
https://github.com/llSourcell/Gaussian_Mixture_Models
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More learning resources:
http://yulearning.blogspot.nl/2014/11/einsteins-most-famous-equation-is-emc2.html
http://web.iitd.ac.in/~sumeet/GMM_said_crv10_tutorial.pdf
https://brilliant.org/wiki/gaussian-mixture-model/
http://www.vlfeat.org/overview/gmm.html
http://www.informatica.uniroma2.it/upload/2009/IM/mixture-tutorial.pdf
http://cs.nyu.edu/~dsontag/courses/ml12/slides/lecture21.pdf
http://statweb.stanford.edu/~tibs/stat315a/LECTURES/em.pdf
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