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Вернуться к Bayesian Statistics: From Concept to Data Analysis

Отзывы учащихся о курсе Bayesian Statistics: From Concept to Data Analysis от партнера Калифорнийский университет в Санта-Крузе

4.6
звезд
Оценки: 2,642
Рецензии: 689

О курсе

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....

Лучшие рецензии

GS
31 авг. 2017 г.

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
16 окт. 2020 г.

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

Фильтр по:

276–300 из 677 отзывов о курсе Bayesian Statistics: From Concept to Data Analysis

автор: Bon-Woong K

26 февр. 2020 г.

Great class. Wish if it were a classroom class - could have been better! Thanks.

автор: Pawel B

3 апр. 2018 г.

Interesting course providing you with a well-paced start into Bayesian Statistics.

автор: Laura B

5 авг. 2017 г.

Great course! Well explained with useful additional material. Strongly suggested.

автор: Harold X

22 сент. 2016 г.

The course content is concise and straightforward. For novices it is very helpful

автор: Adam S

30 апр. 2019 г.

This course is great! Very clear, very professional, and lots of useful content!

автор: Robert T

7 нояб. 2018 г.

Great course for beginners as well as those that need a refresher on the basics!

автор: Johan F R

12 февр. 2021 г.

I highly recommend and appreciate this course led by an excellent instructor.

автор: Madhu K S

16 февр. 2018 г.

Nice introductory course. Some mathematics skills needed to fully appreciate.

автор: Ying

28 июня 2017 г.

This is a very useful course for people to do the data analysis in astronomy.

автор: Tomáš B

8 сент. 2016 г.

Short, simple and clear explanations. I only regret the course is not longer.

автор: Tú A N

20 мар. 2018 г.

Good start for getting familiar with Bayesian Statistics . I learned a lot .

автор: Хожиматова К

27 нояб. 2016 г.

Everything was perfect beginning from explonations and ending with materials

автор: Hemanoel P A

8 янв. 2021 г.

It is a fantastic course, but you may need a good background on statistics.

автор: Priyabrata D

11 февр. 2019 г.

best course for the beginners who want to get started on bayesian inference

автор: Derek Y

9 апр. 2017 г.

The whole course is not bad. More examples in the classes would be helpful.

автор: Chihan T

11 янв. 2021 г.

Useful lessons but too many calculations without explanatory applications

автор: Pablo G

18 апр. 2020 г.

A superb and engaging hands-on introductory course to Bayesian Statistics

автор: Usman Q

15 мар. 2019 г.

Fun & interesting cass! Not trivial, so take good notes as you go along.

автор: Juan M R

26 авг. 2017 г.

It is very useful to acquire a basic knowledge about Bayesian statistic.

автор: Vikramnath V

22 авг. 2016 г.

Excellent lectures by Herbert Lee. Great intuitive content for learners.

автор: Robert S

5 мар. 2021 г.

Nice course. I really enjoyed the lessons and the many small exercises!

автор: Mesut Ş B

25 янв. 2021 г.

This was the best introduction to Bayesian Inference/Statistics for me!

автор: Niklas J

21 нояб. 2018 г.

Good and clear course. I was impressed by the quality of the material.

автор: Nicolas R

13 янв. 2017 г.

An excellent course, it opened a new perspective on statistics for me.

автор: Marius K

29 сент. 2016 г.

Great Course! The material is very well presented. Highly recommended.