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學生對 加州大学圣克鲁兹分校 提供的 Bayesian Statistics: From Concept to Data Analysis 的評價和反饋

2,268 個評分
596 條評論


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....



Sep 01, 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.


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.


301 - Bayesian Statistics: From Concept to Data Analysis 的 325 個評論(共 584 個)

創建者 Vítor R

Apr 29, 2019

The practice exercises were very well conceived!

創建者 Shounak D

Aug 27, 2018

Good introductory course on Bayesian Statistics.

創建者 tze s

Jul 17, 2018

very detailed and good classes on bayesian stats

創建者 Peter A

Mar 17, 2020

Excellent introduction of all the key concepts.

創建者 Yidan Z

Jul 07, 2019

very helpful for learning Bayesian on your own.

創建者 Manu G

Jun 30, 2020

Great course to understand bayesian statistics

創建者 Tami R

May 17, 2020

The course was well structered and very clear.

創建者 Andreas Z

Mar 08, 2018

Very good introduction to Bayesian Statistics.

創建者 Mehdi H

Nov 11, 2017

I really liked the course and the instructor.

創建者 andrew c

May 21, 2020

Really clear and well paced Herbie thank you

創建者 Deborah S

Jun 28, 2019

Didatic and complete course! I recomend 100%

創建者 Quanying L

Jun 29, 2018

The course is informative and clear. Thanks.

創建者 Brian J

Mar 18, 2018

Great course, I learned a lot. Challenging!

創建者 Liublu B

Aug 29, 2017

Very good, I reccomend it to data scientist

創建者 Scott B

Jan 10, 2020

Excellent overview of bayesian statistics.

創建者 Rami K

May 06, 2017

Great introdation for Bayesian Statistics!

創建者 jalal e h

Sep 13, 2016

Great introduction to bayesian statistics

創建者 Juan G S

Jun 30, 2020

good introduction to bayesian statistics

創建者 Kelvin L

May 31, 2017

Very informative and challenging course.

創建者 George U S

May 23, 2020


a big thank you to Prof. Lee!

創建者 Anuj M

May 15, 2020

Excellent content with great exercises

創建者 Bijit D

Sep 20, 2017

A great course on Bayesian Statistics.

創建者 Luis R P L

Apr 24, 2017

Very good explain nd excelent material

創建者 Bilal A

Feb 07, 2017

Really great, from basic to advance.

創建者 Maxim V

Jan 18, 2020

A very thorough into to statistics!