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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
2,604 個評分
682 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....

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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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576 - Bayesian Statistics: From Concept to Data Analysis 的 600 個評論(共 670 個)

創建者 Luciano F R F

2016年11月17日

Unfortunately I could not finish the course in due time. But it is very useful.

創建者 Cyndee F

2021年1月26日

Would have liked more practice problems but all-in-all, a good crash course.

創建者 Maria C B J A

2018年2月22日

Good course , but contains some challenging material .Thank you Professor L

創建者 Damien P

2017年2月23日

Good course, but in my opinion misses of lectures/pdf to ease understanding.

創建者 Gyuho S

2018年6月28日

It was a nice introduction course. Not too heavy. I really enjoyed it.

創建者 Alaa A

2017年2月28日

I could say , it is the best bayesian stat I ever experience till now.

創建者 Abhimanyu R

2019年2月22日

This is a good course if you know probability and want to practices

創建者 Kamil S

2018年4月29日

Excellent course, but the lack of the written notes is a big minus

創建者 David I M

2017年9月19日

Satisfied with the course in general. Good investment of my time!!

創建者 FG

2020年4月6日

Good introduction, but there is no variety in the test questions

創建者 Eddie C

2020年1月8日

Quite harsh but give me some insight on prediction and estimation

創建者 Eddie G

2019年4月21日

It would have been better to have more data analysis applications

創建者 Chunhui G

2019年3月7日

These are a lot of stuffs that the professor didn't say clearly.

創建者 Aravind M

2019年4月17日

Good introductory course. Could provide more hands-on examples

創建者 Juan C C E

2020年2月23日

Explain with more details the concepts, the mathematics is ok

創建者 Dziem N

2020年6月22日

I wish there are lecture notes to accompany the videos.

創建者 Wate S

2017年12月23日

For me Chinese, it 's not easy to understand the quiz.

創建者 Vittorino M C

2020年7月17日

Well explained, I fit all the gaps about probability.

創建者 Gil S

2019年3月3日

Clear and consise introduction to Bayesian statistics

創建者 Yuan R

2016年11月5日

Good and simple introduction for Bayesian statistics.

創建者 Sunsik K

2017年8月23日

well instructed basic course of Bayesian statistics.

創建者 Alexei M

2018年5月13日

More examples are required as well as more practice

創建者 Venkataraghavan P K

2019年2月10日

Loved the theory & analytical part of the course.

創建者 Bishal L

2017年3月7日

It is a nice introductory course on Baysian s

創建者 JhZhang

2020年3月14日

深入浅出,结合理论推导、实际应用与直观理解,挺好的一门课,让我对贝叶斯推断有了极大的兴趣