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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

4.6
2,815 個評分
734 條評論

課程概述

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....

熱門審閱

GS
2017年8月31日

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.

JB
2020年10月16日

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

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376 - Bayesian Statistics: From Concept to Data Analysis 的 400 個評論(共 726 個)

創建者 Mehdi H

2017年11月11日

I really liked the course and the instructor.

創建者 andrew c

2020年5月21日

Really clear and well paced Herbie thank you

創建者 Deborah S

2019年6月28日

Didatic and complete course! I recomend 100%

創建者 Quanying L

2018年6月29日

The course is informative and clear. Thanks.

創建者 Brian J

2018年3月18日

Great course, I learned a lot. Challenging!

創建者 Liublu B

2017年8月29日

Very good, I reccomend it to data scientist

創建者 Hernan P

2021年10月24日

Exams are too hard specifically in Week 2.

創建者 Scott B

2020年1月10日

Excellent overview of bayesian statistics.

創建者 Rami K

2017年5月5日

Great introdation for Bayesian Statistics!

創建者 jalal e h

2016年9月13日

Great introduction to bayesian statistics

創建者 rangaerra

2021年3月11日

Excellent introduction to bayesian stats

創建者 Juan G S

2020年6月30日

good introduction to bayesian statistics

創建者 Kelvin L

2017年5月31日

Very informative and challenging course.

創建者 Soufyan L

2021年2月27日

Clear explanation and interesting topic

創建者 George U S

2020年5月23日

Fantastic!

a big thank you to Prof. Lee!

創建者 Anuj M

2020年5月15日

Excellent content with great exercises

創建者 Bijit D

2017年9月20日

A great course on Bayesian Statistics.

創建者 Rich P

2017年4月24日

Very good explain nd excelent material

創建者 JONNATHAN C C M

2021年1月11日

Excellent course, excellent teacher.

創建者 Bilal A

2017年2月7日

Really great, from basic to advance.

創建者 Nícolas V S

2020年7月25日

A very concise and complete course.

創建者 Maxim V

2020年1月18日

A very thorough into to statistics!

創建者 Ammar J

2019年2月4日

very helpful for Statistic analysis

創建者 Ra S

2017年8月25日

Fastest route to Bayesian Learning.

創建者 chittibabu k

2020年4月28日

Nice Course. Easily understandable