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Bayesian Statistics: From Concept to Data Analysis(으)로 돌아가기

캘리포니아대학교 산타크루스캠퍼스의 Bayesian Statistics: From Concept to Data Analysis 학습자 리뷰 및 피드백

2,137개의 평가
561개의 리뷰

강좌 소개

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....

최상위 리뷰


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.


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.

필터링 기준:

Bayesian Statistics: From Concept to Data Analysis의 553개 리뷰 중 251~275

교육 기관: Kenneth W

May 20, 2020

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

교육 기관: Mauricio B

Sep 16, 2019

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

교육 기관: Cole S

May 17, 2020

This course provides a great introduction to Bayesian statistics.

교육 기관: Huaiqing C

Jan 20, 2020

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

교육 기관: Eugene B

May 22, 2019

Excellent instructor and very helpful readings and assignments.

교육 기관: Michael B R

Sep 30, 2017

Great course for an intro to the Bayesian statistical approach.

교육 기관: sai s

Jun 13, 2017

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

교육 기관: Derek M

Jan 10, 2018

Really good course. Exercises / quizzes are particularly good.

교육 기관: Pawel P

Jul 22, 2017

Concepts explained very well, useful and informative examples.

교육 기관: Cristina S

Jul 20, 2017

Great for understanding the fundamentals of Bayesian analysis!

교육 기관: Xiaoyuan C

Sep 20, 2019

Very excellent introductory course for Bayesian statistics!!!

교육 기관: Lau C

Apr 15, 2019

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

교육 기관: Xiaopu L

Aug 19, 2018

Nice short course with very practical statistical knowledge.

교육 기관: Ali B

Nov 26, 2017

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

교육 기관: Felipe M

Oct 23, 2017

Very practical and insightful course. Strongly recommend it.

교육 기관: Alexandre F G

Oct 24, 2016

Very thoughtful and deep, great learning experience, thanks!

교육 기관: Ignacio P

Apr 23, 2020

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

교육 기관: Joe N

Jan 22, 2017

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

교육 기관: Nathan A

Dec 19, 2018

A well-rounded introductory course in Bayesian Statistics.

교육 기관: SAUL E M R

Apr 17, 2020

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

교육 기관: Yanlin B

Mar 23, 2020

A great introduction to the world of Bayesian Statistics!

교육 기관: Antonio A

May 26, 2020

A well-designed course to introduce Bayesian Statistics

교육 기관: Baiyu L

Jan 27, 2020

explanation in details and nice supplementary materials

교육 기관: Zotov A V

Nov 21, 2016

I want more practice programming tasks for this course.

교육 기관: Eric B G

May 09, 2020

The best course about Bayesian Stats that I have done!