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Back to Bayesian Statistics: From Concept to Data Analysis

Learner Reviews & Feedback for Bayesian Statistics: From Concept to Data Analysis by University of California, Santa Cruz

4.6
stars
3,185 ratings

About the Course

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....

Top reviews

JB

Oct 17, 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

JH

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.

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476 - 500 of 834 Reviews for Bayesian Statistics: From Concept to Data Analysis

By Borisov V

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May 10, 2019

I like this course, thank you!

By Duc H N

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Mar 11, 2020

Good introduction to problems

By Shailesh K

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Mar 6, 2019

Nice Course, Good Instructers

By Zhen Y

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Nov 2, 2019

Very good course! Thank you

By Takashi Y

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Aug 18, 2017

This is a very good course!

By Gustavo A B D

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Sep 27, 2020

Muy claro en los conceptos

By Mario C

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Oct 28, 2016

Simple but well explained.

By Дмитрий

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Apr 2, 2023

Very instresting, thanks!

By mohadeseh m

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Apr 1, 2020

Very organized and useful

By Thierry P

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Feb 26, 2022

excellent, challenging

By Shuangli G

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Oct 19, 2020

It is a great lecture!

By Cesar P

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Nov 19, 2019

It needs more examples

By peiyuan s

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Sep 26, 2019

Really good! Thank you

By Sergey N

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Feb 17, 2021

Very clear and useful

By Ge T

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Nov 1, 2020

Every easy to follow.

By Mohini S

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Aug 18, 2016

I enjoyed the course.

By Sergio G

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Jul 25, 2017

Wow!!! it was great!

By Guowei Z

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Oct 30, 2021

Absolutely amazing!

By agustin a

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Sep 19, 2020

Excelente curso !!!

By Rudit S

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Aug 2, 2021

best to start with

By Aleksander M

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Mar 12, 2020

A very nice course

By Dave N

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Oct 14, 2019

Good fundamentals.

By Susenjit G

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Nov 23, 2018

Very Useful Course

By 思莹 王

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May 8, 2017

It's very amazing!

By Roderick R

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Apr 12, 2017

Excellent course!!