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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
2,699 個評分
705 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

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376 - Bayesian Statistics: From Concept to Data Analysis 的 400 個評論(共 691 個)

創建者 Anuj M

2020年5月15日

Excellent content with great exercises

創建者 Bijit D

2017年9月20日

A great course on Bayesian Statistics.

創建者 Rich P

2017年4月24日

Very good explain nd excelent material

創建者 JONNATHAN C C M

2021年1月11日

Excellent course, excellent teacher.

創建者 Bilal A

2017年2月7日

Really great, from basic to advance.

創建者 Nícolas V S

2020年7月25日

A very concise and complete course.

創建者 Maxim V

2020年1月18日

A very thorough into to statistics!

創建者 Ammar J

2019年2月4日

very helpful for Statistic analysis

創建者 Rahul

2017年8月25日

Fastest route to Bayesian Learning.

創建者 Chitti B K

2020年4月28日

Nice Course. Easily understandable

創建者 Isaac R M

2020年2月21日

Great Course, very straightfoward

創建者 Nathanael G

2018年9月7日

Very well taught and informative.

創建者 Xin L

2018年3月31日

Clear and useful. Really helpful.

創建者 Sam C

2018年1月15日

Good intro to Bayesian statistics

創建者 Daniel K O

2016年11月24日

Clear, concise and well presented

創建者 Andrei B

2016年8月28日

Great course ! Simple and clear !

創建者 Hager A I M

2019年3月25日

Very informative and informative

創建者 Electromagnet

2018年12月24日

Great introduction for beginners

創建者 Rob C

2018年10月11日

Very well taught, thanks Herbie!

創建者 Jianye S

2021年2月3日

it really helps me, nice class.

創建者 Valluri R R

2020年8月16日

Excellent course - - thank you

創建者 Yitian L L

2017年6月25日

VERY INSIGHTFUL AND INSTRUCTIVE

創建者 Samuel N

2017年1月18日

Excellent ! Thank you so much !

創建者 Borisov V

2019年5月10日

I like this course, thank you!

創建者 Duc H N

2020年3月11日

Good introduction to problems