Top Machine Learning Algorithms
Top Machine Learning Algorithms
Gaussian Mixture Model
Gaussian Mixture Model
Implementation Example:
Implementation Example:
Relevant reading materials:
Relevant reading materials:
Pattern Recognition and Machine Learning (Information Science and Statistics) by Christopher M. Bishop – Chapter 9.2. Mixtures of Gaussians (p.430 – p.438)
Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville- Chapter 3.9.6. Mixtures of Distributions
Relevant video lectures:
Relevant video lectures:
Andrew Ng’s – Lecture 15.7 Multivariate Gaussian Distribution