Lecture 5 – Density Estimation and Gaussian Mixture Models | CS 189

Lecture 5 – Density Estimation and Gaussian Mixture Models

Presented by Joseph E. Gonzalez

Slides (PDF, pptx)
Code (HTML, Colab)
Chapter 2.0-2.3 (Probability), Chapter 3.0-3.1 (Distributions), Chapter 15.2-15.3 (K-means) from Deep Learning Foundations and Concepts available in PDF with UC Berkeley Login and Web Reader.