Chevron Left
返回到 Bayesian Statistics: From Concept to Data Analysis

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
2,680 個評分
699 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

篩選依據:

351 - Bayesian Statistics: From Concept to Data Analysis 的 375 個評論(共 686 個)

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

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 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!