# 學生對 加州大学圣克鲁兹分校 提供的 Bayesian Statistics: From Concept to Data Analysis 的評價和反饋

4.6
2,786 個評分
727 條評論

## 課程概述

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....

## 熱門審閱

GS
2017年8月31日

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
2020年10月16日

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 個評論（共 719 個）

2018年3月20日

Good start for getting familiar with Bayesian Statistics . I learned a lot .

2016年11月27日

Everything was perfect beginning from explonations and ending with materials

2021年1月8日

It is a fantastic course, but you may need a good background on statistics.

2019年2月11日

best course for the beginners who want to get started on bayesian inference

2017年4月9日

The whole course is not bad. More examples in the classes would be helpful.

2021年1月11日

Useful lessons but too many calculations without explanatory applications

2020年4月18日

A superb and engaging hands-on introductory course to Bayesian Statistics

2019年3月15日

Fun & interesting cass! Not trivial, so take good notes as you go along.

2017年8月26日

It is very useful to acquire a basic knowledge about Bayesian statistic.

2016年8月22日

Excellent lectures by Herbert Lee. Great intuitive content for learners.

2021年9月17日

A really interesting course. Great introduction to Bayesian statistics.

2021年3月5日

Nice course. I really enjoyed the lessons and the many small exercises!

2021年1月25日

This was the best introduction to Bayesian Inference/Statistics for me!

2018年11月21日

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

2017年1月13日

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

2016年9月29日

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

2017年1月21日

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

2017年7月28日

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

2017年6月4日

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

2020年5月20日

Challenging course, explanations are mostly clear, I learned a lot!

2019年9月16日

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

2021年4月9日

Useful guided quizzes with feedback: learning by doing principle.

2020年8月21日

Excellent videos and step-by-step instructions clearly explained.

2020年6月13日

The quizzes-as-homework idea is great. Really liked the homework.

2020年5月17日

This course provides a great introduction to Bayesian statistics.