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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:

326–350 из 677 отзывов о курсе Bayesian Statistics: From Concept to Data Analysis

автор: Nathan A

18 дек. 2018 г.

A well-rounded introductory course in Bayesian Statistics.

автор: Pablo R

17 сент. 2020 г.

Muy buen curso, los ejercicios enseñan mucho al hacerlos.

автор: Manikant R

19 июня 2020 г.

Great instructor , course is very useful for data science

автор: SAUL E M R

17 апр. 2020 г.

Very meaty and useful... The content is highly structured

автор: Yanlin B

23 мар. 2020 г.

A great introduction to the world of Bayesian Statistics!

автор: Antonio A

26 мая 2020 г.

A well-designed course to introduce Bayesian Statistics

автор: Baiyu L

27 янв. 2020 г.

explanation in details and nice supplementary materials

автор: Zotov A V

21 нояб. 2016 г.

I want more practice programming tasks for this course.

автор: SAMUEL H S S U

17 янв. 2021 г.

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

автор: Eric B G

9 мая 2020 г.

The best course about Bayesian Stats that I have done!

автор: sameen n

5 февр. 2019 г.

Thanks it was nice learning from wonderfu instructors.

автор: Nguyen Q V

21 авг. 2017 г.

It is the good place to start to learn Bayesian theory

автор: Sandip D

4 авг. 2020 г.

Excellent Material and Very good learning experience.

автор: Lazaros S

4 окт. 2019 г.

Excellent and very helpful course. Highly recommended

автор: Cem T

11 мая 2019 г.

It was a groundbreaking course. I highly suggest it.

автор: Gu F

16 февр. 2017 г.

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

автор: Anil M

4 июля 2020 г.

Great intro course explained well by Professor Lee.

автор: A F

21 апр. 2018 г.

Great explanations, with detailed steps to follow.

автор: R S

22 дек. 2016 г.

Instructor responds quickly to problems. Good job.

автор: JOSE F

17 янв. 2018 г.

Great explanations, and great reference material.

автор: Bill S

16 окт. 2017 г.

Very good -- from fundamentals to basic analyses.

автор: Rizzardig

30 авг. 2016 г.

Just an introduction to the topic but very clear.

автор: Shekhar T

10 авг. 2020 г.

More course notes with examples would be useful.

автор: Desham M

1 июля 2020 г.

Great course for strengthening your fundamentals

автор: Shounak D

27 авг. 2018 г.

Good introductory course on Bayesian Statistics.