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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
2,786 個評分
727 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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351 - Bayesian Statistics: From Concept to Data Analysis 的 375 個評論(共 719 個)

創建者 SAMUEL H S S U

2021年1月17日

I'm very happy with this course, really learn with it.

創建者 Eric B G

2020年5月9日

The best course about Bayesian Stats that I have done!

創建者 sameen n

2019年2月5日

Thanks it was nice learning from wonderfu instructors.

創建者 Nguyen Q V

2017年8月21日

It is the good place to start to learn Bayesian theory

創建者 Sandip D

2020年8月4日

Excellent Material and Very good learning experience.

創建者 Lazaros S

2019年10月4日

Excellent and very helpful course. Highly recommended

創建者 Cem T

2019年5月11日

It was a groundbreaking course. I highly suggest it.

創建者 Gu F

2017年2月16日

amazing quizes, and you don't have pay to take them.

創建者 Anil M

2020年7月4日

Great intro course explained well by Professor Lee.

創建者 A F

2018年4月21日

Great explanations, with detailed steps to follow.

創建者 R S

2016年12月22日

Instructor responds quickly to problems. Good job.

創建者 JOSE F

2018年1月17日

Great explanations, and great reference material.

創建者 Bill S

2017年10月16日

Very good -- from fundamentals to basic analyses.

創建者 Rizzardig

2016年8月30日

Just an introduction to the topic but very clear.

創建者 Shekhar T

2020年8月10日

More course notes with examples would be useful.

創建者 Desham M

2020年7月1日

Great course for strengthening your fundamentals

創建者 Shounak D

2018年8月27日

Good introductory course on Bayesian Statistics.

創建者 Tze S

2018年7月17日

very detailed and good classes on bayesian stats

創建者 Peter A

2020年3月17日

Excellent introduction of all the key concepts.

創建者 Yidan Z

2019年7月7日

very helpful for learning Bayesian on your own.

創建者 Manu G

2020年6月30日

Great course to understand bayesian statistics

創建者 Tami R

2020年5月17日

The course was well structered and very clear.

創建者 Andreas Z

2018年3月8日

Very good introduction to Bayesian Statistics.

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