# 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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1,968 个评分
517 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.

## 226 - Bayesian Statistics: From Concept to Data Analysis 的 250 个评论（共 506 个）

Nov 21, 2018

Good and clear course. I was impressed by the quality of the material.

Jan 13, 2017

An excellent course, it opened a new perspective on statistics for me.

Sep 29, 2016

Great Course! The material is very well presented. Highly recommended.

Jan 21, 2017

Very useful lesson! give me a new perspective on daily data analysis.

Jul 28, 2017

Really enjoyed it. Right level of difficulty and very well explained

Jun 04, 2017

Leaned a new perspective to understanding uncertainty. Thanks a lot!

Sep 16, 2019

A very well presented course with an adequate depth on its topics.

Jan 20, 2020

Very good and very clear for me to begin with Bayesian statistics

May 22, 2019

Sep 30, 2017

Great course for an intro to the Bayesian statistical approach.

Jun 13, 2017

Like the course. Learnt a lot. Was able to apply in real world.

Jan 10, 2018

Really good course. Exercises / quizzes are particularly good.

Jul 22, 2017

Concepts explained very well, useful and informative examples.

Jul 20, 2017

Great for understanding the fundamentals of Bayesian analysis!

Sep 20, 2019

Very excellent introductory course for Bayesian statistics!!!

Apr 15, 2019

Super clear and easy to follow. Thanks for the introduction.

Aug 19, 2018

Nice short course with very practical statistical knowledge.

Nov 26, 2017

The course is useful, especially for beginners in stat area.

Oct 23, 2017

Very practical and insightful course. Strongly recommend it.

Oct 24, 2016

Very thoughtful and deep, great learning experience, thanks!

Jan 22, 2017

Great course! Very concise, yet very informative! Go Slugs!

Dec 19, 2018

A well-rounded introductory course in Bayesian Statistics.

Mar 23, 2020

A great introduction to the world of Bayesian Statistics!

Jan 27, 2020

explanation in details and nice supplementary materials

Nov 21, 2016

I want more practice programming tasks for this course.