Udemy - Bayesian Statistics - A Step-by-step Introduction torrent

Bayesian Statistics: A Step-by-step Introduction



https://FreeCourseWeb.com

Published 8/2023
Created by Brian Greco
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 51 Lectures ( 5h 34m ) | Size: 3 GB

A former Google data scientist helps you master the basics of Bayesian statistics, with examples in R and Stan

What you'll learn
Understand how Bayes' rule can be used to update beliefs
Use conjugate priors and likelihoods to model binary, count, and continuous data
Understand the concepts of prior distributions, posterior distributions, likelihood functions, and predictive distributions
Understand how statistical software can be used to compute and visualize information about your beliefs

Requirements
Strong skills in basic algebra and arithmetic
Some knowledge of calculus is useful, but not required.