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Fundamentals of Bayesian Data Analysis in R

中级技能水平
更新时间 2024年8月
Learn what Bayesian data analysis is, how it works, and why it is a useful tool to have in your data science toolbox.
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RProbability & Statistics4 小时23 视频58 练习4,450 经验值25,805成就声明

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课程描述

Bayesian data analysis is an approach to statistical modeling and machine learning that is becoming more and more popular. It provides a uniform framework to build problem specific models that can be used for both statistical inference and for prediction. This course will introduce you to Bayesian data analysis: What it is, how it works, and why it is a useful tool to have in your data science toolbox.

先决条件

Introduction to R
1

What is Bayesian Data Analysis?

This chapter will introduce you to Bayesian data analysis and give you a feel for how it works.
开始章节
2

How does Bayesian inference work?

3

Why use Bayesian Data Analysis?

4

Bayesian inference with Bayes' theorem

5

More parameters, more data, and more Bayes

Fundamentals of Bayesian Data Analysis in R
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