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学生对 加州大学圣克鲁兹分校 提供的 Bayesian Statistics: From Concept to Data Analysis 的评价和反馈

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762 条评论


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....



Aug 31, 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.


Oct 16, 2020

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


351 - Bayesian Statistics: From Concept to Data Analysis 的 375 个评论(共 755 个)

创建者 Felipe M

Oct 23, 2017

Very practical and insightful course. Strongly recommend it.

创建者 Alexandre F G

Oct 24, 2016

Very thoughtful and deep, great learning experience, thanks!

创建者 huong n

Apr 15, 2022

The professor provide detailed guidance, in a logical way.

创建者 Ignacio P

Apr 23, 2020

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

创建者 Joe N

Jan 22, 2017

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

创建者 Nathan A

Dec 18, 2018

A well-rounded introductory course in Bayesian Statistics.

创建者 Evgeni N

Apr 20, 2022

An Outstanding Course taught by an Outstanding Professor!

创建者 Pablo R

Sep 17, 2020

Muy buen curso, los ejercicios enseñan mucho al hacerlos.

创建者 Manikant R

Jun 19, 2020

Great instructor , course is very useful for data science

创建者 SAUL E M R

Apr 17, 2020

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

创建者 Yanlin B

Mar 23, 2020

A great introduction to the world of Bayesian Statistics!

创建者 Antonio A A

May 26, 2020

A well-designed course to introduce Bayesian Statistics

创建者 Baiyu L

Jan 27, 2020

explanation in details and nice supplementary materials

创建者 Zotov A V

Nov 21, 2016

I want more practice programming tasks for this course.


Jan 17, 2021

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

创建者 Eric B G

May 9, 2020

The best course about Bayesian Stats that I have done!

创建者 sameen n

Feb 5, 2019

Thanks it was nice learning from wonderfu instructors.

创建者 Nguyen Q V

Aug 21, 2017

It is the good place to start to learn Bayesian theory

创建者 Javier G

Jun 7, 2022

Very good teachers, exercises and additional material

创建者 Sandip D

Aug 4, 2020

Excellent Material and Very good learning experience.

创建者 Lazaros S

Oct 4, 2019

Excellent and very helpful course. Highly recommended

创建者 Semhar O

Jun 15, 2022

Great primer on Bayesian concepts and data analysis.

创建者 Cem T

May 11, 2019

It was a groundbreaking course. I highly suggest it.

创建者 Gu F

Feb 16, 2017

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

创建者 Anil M

Jul 4, 2020

Great intro course explained well by Professor Lee.