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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

2,931개의 평가
762개의 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


2017년 8월 31일

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.


2020년 10월 16일

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

필터링 기준:

Bayesian Statistics: From Concept to Data Analysis의 755개 리뷰 중 301~325

교육 기관: thomas e

2016년 8월 31일

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

교육 기관: Bon-Woong K

2020년 2월 26일

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

교육 기관: Pawel B

2018년 4월 3일

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

교육 기관: Laura B

2017년 8월 5일

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

교육 기관: Harold X

2016년 9월 22일

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

교육 기관: Adam S

2019년 4월 30일

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

교육 기관: Robert T

2018년 11월 7일

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

교육 기관: Matthias A

2021년 3월 6일

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

교육 기관: Johan F R

2021년 2월 12일

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

교육 기관: Madhu K S

2018년 2월 16일

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

교육 기관: Ying

2017년 6월 28일

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

교육 기관: Tomáš B

2016년 9월 8일

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

교육 기관: Tú A N

2018년 3월 20일

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

교육 기관: Хожиматова К

2016년 11월 27일

Everything was perfect beginning from explonations and ending with materials

교육 기관: Hemanoel P

2021년 1월 8일

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

교육 기관: Priyabrata D

2019년 2월 11일

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

교육 기관: Derek Y

2017년 4월 9일

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

교육 기관: Chihan T

2021년 1월 11일

Useful lessons but too many calculations without explanatory applications

교육 기관: Pablo

2020년 4월 18일

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

교육 기관: Usman Q

2019년 3월 15일

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

교육 기관: Juan M R

2017년 8월 26일

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

교육 기관: Vikramnath V

2016년 8월 22일

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

교육 기관: César G

2021년 9월 17일

A really interesting course. Great introduction to Bayesian statistics.

교육 기관: Robert S

2021년 3월 5일

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

교육 기관: Mesut Ş B

2021년 1월 25일

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