Introduction to Statistics and Data Analysis - Bayesian Inference: Overview

This video introduces Bayesian inference and statistics, which is a powerful framework for learning distributions from data. This video was produced at the University of Washington, and we acknowledge funding support from the Boeing Company %%% CHAPTERS %%% 00:00 Intro 01:09 Big Idea: Bayesian Inference 06:04 BI Balances Data and Prior Beliefs 09:43 BI Yields Distribution for Theta 11:01 The Bayesian Update 14:29 Code Demo: Bayesian Hypothesis Testing 23:21 Disadvantages of BI 27:53 Outro