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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 351~375

교육 기관: Felipe M

2017년 10월 23일

Very practical and insightful course. Strongly recommend it.

교육 기관: Alexandre F G

2016년 10월 24일

Very thoughtful and deep, great learning experience, thanks!

교육 기관: huong n

2022년 4월 15일

The professor provide detailed guidance, in a logical way.

교육 기관: Ignacio P

2020년 4월 23일

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

교육 기관: Joe N

2017년 1월 22일

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

교육 기관: Nathan A

2018년 12월 18일

A well-rounded introductory course in Bayesian Statistics.

교육 기관: Evgeni N

2022년 4월 20일

An Outstanding Course taught by an Outstanding Professor!

교육 기관: Pablo R

2020년 9월 17일

Muy buen curso, los ejercicios enseñan mucho al hacerlos.

교육 기관: Manikant R

2020년 6월 19일

Great instructor , course is very useful for data science

교육 기관: SAUL E M R

2020년 4월 17일

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

교육 기관: Yanlin B

2020년 3월 23일

A great introduction to the world of Bayesian Statistics!

교육 기관: Antonio A A

2020년 5월 26일

A well-designed course to introduce Bayesian Statistics

교육 기관: Baiyu L

2020년 1월 27일

explanation in details and nice supplementary materials

교육 기관: Zotov A V

2016년 11월 21일

I want more practice programming tasks for this course.

교육 기관: SAMUEL H S S U

2021년 1월 17일

I'm very happy with this course, really learn with it.

교육 기관: Eric B G

2020년 5월 9일

The best course about Bayesian Stats that I have done!

교육 기관: sameen n

2019년 2월 5일

Thanks it was nice learning from wonderfu instructors.

교육 기관: Nguyen Q V

2017년 8월 21일

It is the good place to start to learn Bayesian theory

교육 기관: Javier G

2022년 6월 7일

Very good teachers, exercises and additional material

교육 기관: Sandip D

2020년 8월 4일

Excellent Material and Very good learning experience.

교육 기관: Lazaros S

2019년 10월 4일

Excellent and very helpful course. Highly recommended

교육 기관: Semhar O

2022년 6월 15일

Great primer on Bayesian concepts and data analysis.

교육 기관: Cem T

2019년 5월 11일

It was a groundbreaking course. I highly suggest it.

교육 기관: Gu F

2017년 2월 16일

amazing quizes, and you don't have pay to take them.

교육 기관: Anil M

2020년 7월 4일

Great intro course explained well by Professor Lee.