# 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
2,534 个评分
666 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
Aug 31, 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.

JB
Oct 16, 2020

An excellent course with some good hands on exercises in both R and excel. Not for the faint of heart mathematically speaking, assumes a competent understanding of statistics and probability going in

## 301 - Bayesian Statistics: From Concept to Data Analysis 的 325 个评论（共 654 个）

Sep 30, 2017

Great course for an intro to the Bayesian statistical approach.

Jun 12, 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 19, 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!

Apr 23, 2020

I have discovered a new approach to statistics. Thank you!!

Jan 22, 2017

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

Dec 18, 2018

A well-rounded introductory course in Bayesian Statistics.

Sep 17, 2020

Muy buen curso, los ejercicios enseñan mucho al hacerlos.

Jun 19, 2020

Great instructor , course is very useful for data science

Apr 17, 2020

Very meaty and useful... The content is highly structured

Mar 23, 2020

A great introduction to the world of Bayesian Statistics!

May 26, 2020

A well-designed course to introduce Bayesian Statistics

Jan 26, 2020

explanation in details and nice supplementary materials

Nov 21, 2016

I want more practice programming tasks for this course.

Sep 21, 2020

I'm very happy with this course, really learn with it.

May 9, 2020

The best course about Bayesian Stats that I have done!

Feb 5, 2019

Thanks it was nice learning from wonderfu instructors.

Aug 21, 2017

It is the good place to start to learn Bayesian theory