# 学生对 加州大学圣克鲁兹分校 提供的 Bayesian Statistics: From Concept to Data Analysis 的评价和反馈

4.6
1,926 个评分
503 条评论

## 课程概述

This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data. We will learn about the philosophy of the Bayesian approach as well as how to implement it for common types of data. We will compare the Bayesian approach to the more commonly-taught Frequentist approach, and see some of the benefits of the Bayesian approach. In particular, the Bayesian approach allows for better accounting of uncertainty, results that have more intuitive and interpretable meaning, and more explicit statements of assumptions. This course combines lecture videos, computer demonstrations, readings, exercises, and discussion boards to create an active learning experience. For computing, you have the choice of using Microsoft Excel or the open-source, freely available statistical package R, with equivalent content for both options. The lectures provide some of the basic mathematical development as well as explanations of philosophy and interpretation. Completion of this course will give you an understanding of the concepts of the Bayesian approach, understanding the key differences between Bayesian and Frequentist approaches, and the ability to do basic data analyses....

## 热门审阅

##### GS

Sep 01, 2017

Good intro to Bayesian Statistics. Covers the basic concepts. Workload is reasonable and quizzes/exercises are helpful. Could include more exercises and additional backgroung/future reading materials.

##### JH

Jun 27, 2018

Great course. The content moves at a nice pace and the videos are really good to follow. The Quizzes are also set at a good level. You can't pass this course unless you have understood the material.

## 276 - Bayesian Statistics: From Concept to Data Analysis 的 300 个评论（共 494 个）

Aug 25, 2017

Fastest route to Bayesian Learning.

Feb 21, 2020

Great Course, very straightfoward

Sep 07, 2018

Very well taught and informative.

Mar 31, 2018

Jan 15, 2018

Good intro to Bayesian statistics

Nov 25, 2016

Clear, concise and well presented

Aug 28, 2016

Great course ! Simple and clear !

Mar 25, 2019

Very informative and informative

Dec 24, 2018

Great introduction for beginners

Oct 12, 2018

Very well taught, thanks Herbie!

Jun 25, 2017

VERY INSIGHTFUL AND INSTRUCTIVE

Jan 18, 2017

Excellent ! Thank you so much !

May 10, 2019

I like this course, thank you!

Mar 06, 2019

Nice Course, Good Instructers

Nov 02, 2019

Very good course! Thank you

Aug 18, 2017

This is a very good course!

Oct 28, 2016

Simple but well explained.

Nov 19, 2019

It needs more examples

Sep 26, 2019

Really good! Thank you

Aug 18, 2016

I enjoyed the course.

Jul 25, 2017

Wow!!! it was great!

Oct 14, 2019

Good fundamentals.

Nov 23, 2018

Very Useful Course

May 08, 2017

It's very amazing!

Apr 12, 2017

Excellent course!!