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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
2,680 個評分
699 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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276 - Bayesian Statistics: From Concept to Data Analysis 的 300 個評論(共 686 個)

創建者 Chris

2017年5月13日

great course. gave me a much more intuitive feel and confidence for bayesian analysis.

創建者 luiz.cunha@axa-im.com

2018年3月21日

A great course, very clear, well presented. Most of knowledge for the time invested

創建者 Thomas E

2016年8月31日

I followed this class with a great enthousiasm. It was very clear and pedagogical !

創建者 Bon-Woong K

2020年2月26日

Great class. Wish if it were a classroom class - could have been better! Thanks.

創建者 Pawel B

2018年4月3日

Interesting course providing you with a well-paced start into Bayesian Statistics.

創建者 Laura B

2017年8月5日

Great course! Well explained with useful additional material. Strongly suggested.

創建者 Harold X

2016年9月22日

The course content is concise and straightforward. For novices it is very helpful

創建者 Adam S

2019年4月30日

This course is great! Very clear, very professional, and lots of useful content!

創建者 Robert T

2018年11月7日

Great course for beginners as well as those that need a refresher on the basics!

創建者 Matthias A

2021年3月6日

Great introduction to Bayesian statistics. Thank you for providing this course.

創建者 Johan F R

2021年2月12日

I highly recommend and appreciate this course led by an excellent instructor.

創建者 Madhu K S

2018年2月16日

Nice introductory course. Some mathematics skills needed to fully appreciate.

創建者 Ying

2017年6月28日

This is a very useful course for people to do the data analysis in astronomy.

創建者 Tomáš B

2016年9月8日

Short, simple and clear explanations. I only regret the course is not longer.

創建者 Tú A N

2018年3月20日

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

創建者 Хожиматова К

2016年11月27日

Everything was perfect beginning from explonations and ending with materials

創建者 Hemanoel P

2021年1月8日

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

創建者 Priyabrata D

2019年2月11日

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

創建者 Derek Y

2017年4月9日

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

創建者 Chihan T

2021年1月11日

Useful lessons but too many calculations without explanatory applications

創建者 Pablo G

2020年4月18日

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

創建者 Usman Q

2019年3月15日

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

創建者 Juan M R

2017年8月26日

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

創建者 Vikramnath V

2016年8月22日

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

創建者 Robert S

2021年3月5日

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