# 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

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2,362 个评分
619 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.

## 301 - Bayesian Statistics: From Concept to Data Analysis 的 325 个评论（共 608 个）

Jan 27, 2020

explanation in details and nice supplementary materials

Nov 21, 2016

I want more practice programming tasks for this course.

May 09, 2020

The best course about Bayesian Stats that I have done!

Feb 05, 2019

Thanks it was nice learning from wonderfu instructors.

Aug 21, 2017

It is the good place to start to learn Bayesian theory

Aug 04, 2020

Excellent Material and Very good learning experience.

Oct 04, 2019

Excellent and very helpful course. Highly recommended

May 11, 2019

It was a groundbreaking course. I highly suggest it.

Feb 16, 2017

amazing quizes, and you don't have pay to take them.

Jul 04, 2020

Great intro course explained well by Professor Lee.

Apr 21, 2018

Great explanations, with detailed steps to follow.

Dec 22, 2016

Instructor responds quickly to problems. Good job.

Jan 18, 2018

Great explanations, and great reference material.

Oct 16, 2017

Very good -- from fundamentals to basic analyses.

Aug 30, 2016

Just an introduction to the topic but very clear.

Aug 10, 2020

More course notes with examples would be useful.

Jul 01, 2020

Great course for strengthening your fundamentals

Apr 29, 2019

The practice exercises were very well conceived!

Aug 27, 2018

Good introductory course on Bayesian Statistics.

Jul 17, 2018

very detailed and good classes on bayesian stats

Mar 17, 2020

Excellent introduction of all the key concepts.

Jul 07, 2019

Jun 30, 2020

Great course to understand bayesian statistics

May 17, 2020

The course was well structered and very clear.

Mar 08, 2018

Very good introduction to Bayesian Statistics.