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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 discussi...
...

Top reviews

JB

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

JH

Jun 26, 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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251 - 275 of 834 Reviews for Bayesian Statistics: From Concept to Data Analysis

By Jin K K

May 13, 2019

The lectures are at the right pace; concise and challenging. Great examples. Thank you so much for providing us with great materials.

By Matthew S

Apr 5, 2020

Pretty challenging course. Well organized and well delivered. I learned from the exercises and also the feedback from the exercises.

By Raoul M

Nov 15, 2017

Very informative and clear presentation of the material, which makes it fun and quick to learn the topics. Very good quiz questions.

By Xiaoyang G

Jul 7, 2016

This course is a very good introductory of bayesian statistics. But it better that you have known the basic statistics inference.

By Humberto R C

Nov 6, 2017

A clear and compact introduction. Quizzes and exercises are relevant. I got acces to grades and feedback in the audit one I took.

By Raj S

Feb 8, 2017

Learned something new :). Lecture were excellent, but, I need time to digest and hope I will get opportunity to use it in future.

By Tetsuhiko O

Jan 20, 2018

I studied basic theory from these lectures. I will try again and again until I understand Baysian Statistics concept completely.

By Felipe C

Dec 13, 2020

Quite interesting course ant not too long. I learnt many interesting and useful concepts in statistics. Highly recommendable.

By Jose M R F

Jul 14, 2019

Very well explained. Lectures are given in a very nice way as the professor writes. Exercises and quizzes are very well done.

By Zhirui W

Sep 25, 2017

Become very clear about all the formula and derivation of Bayesian Statistics after taking this course. Strongly recommended.

By Steve T

Jul 3, 2023

Delivered at an appropriate pace with an optimal mix of explanation/discussion, derivations and practical data applications.

By 王颖亮

Aug 5, 2018

The video content is not too much. However, students can learn and practise a lot from supplementary materials and quizzes.

By Salaheldin G

Dec 26, 2017

Very useful crash course in Bayesian Statistics. It requires some basic knowledge in statistics and probability as stated.

By Miles D R

Aug 15, 2019

This course was dense, concise, and yet easy to follow for individuals that are fairly comfortable with basic statistics.

By Francisco J S G

Aug 26, 2018

A really hard course but useful for those who want to know more about statistics and how it is related to Bayes' theorem.

By Álvaro Q A

Mar 27, 2018

It's a good introductory course to Bayesian statistics, a second part with Gibbs Sampling, Markov and MCMC would be nice.

By Jack

May 17, 2018

The teacher is excellent and charming and the course is also easy to follow. However, with more exercise will be better!

By George P

Feb 24, 2017

Very good introduction to baysian concepts and very helpful in understanding the difference with frequentist statistics.

By Shakir B

Aug 3, 2020

Initially I was a bit put off. But what a compilation of well thought set of lectures and quizzes! Thoroughly enjoyed.

By Alexandr B

May 27, 2018

Marvellous course! Thank you very much! I would really appreciate, if you'll create an advanced version of this course

By Flavio P

Aug 10, 2017

Very interesting. It can help taking notes during the course... to avoid going again through it and take them ex-post.

By kacl780tr

Jul 6, 2017

Excellent course, although it would have been nice to get more content on uninformative priors and Fisher information.

By 张宁

Sep 24, 2016

This course are excellent and Thanks for Prof for offering the course. I've learned a lot from the course. Thank you.

By 郭冰

Mar 10, 2017

I have learned a lot from this course. As there is not course like this one in my univeristy, I really appreiate it.