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Voltar para Bayesian Statistics: From Concept to Data Analysis

Comentários e feedback de alunos de Bayesian Statistics: From Concept to Data Analysis da instituição Universidade da Califórnia, Santa Cruz

2,931 classificações
762 avaliações

Sobre o curso

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....

Melhores avaliações


31 de ago de 2017

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.


16 de out de 2020

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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651 — 675 de 755 Avaliações para o Bayesian Statistics: From Concept to Data Analysis

por Damien P

23 de fev de 2017

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

por Gyuho S

28 de jun de 2018

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

por alaaeldin A

28 de fev de 2017

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

por Abhimanyu R

22 de fev de 2019

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

por Kamil S

29 de abr de 2018

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

por David M

19 de set de 2017

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

por Sergio E M P

13 de mai de 2022

es una buena heramienta de aprendisaje pero tiene algunos errores

por FG

6 de abr de 2020

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

por Eddie C

8 de jan de 2020

Quite harsh but give me some insight on prediction and estimation

por Eddie G

21 de abr de 2019

It would have been better to have more data analysis applications

por Chunhui G

7 de mar de 2019

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

por Chuting C

20 de jun de 2022

It was a good course in general, but the math got me struggling

por Toan H

15 de mar de 2021

The section on regression can use a bit more Bayesian treatment

por Aravind M

17 de abr de 2019

Good introductory course. Could provide more hands-on examples

por Juan C C E

23 de fev de 2020

Explain with more details the concepts, the mathematics is ok

por Dziem N

22 de jun de 2020

I wish there are lecture notes to accompany the videos.

por Wate S

23 de dez de 2017

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

por Vittorino M C

17 de jul de 2020

Well explained, I fit all the gaps about probability.

por Gil S

3 de mar de 2019

Clear and consise introduction to Bayesian statistics

por Yuan R

5 de nov de 2016

Good and simple introduction for Bayesian statistics.

por sunsik k

23 de ago de 2017

well instructed basic course of Bayesian statistics.

por Alexei M

13 de mai de 2018

More examples are required as well as more practice

por Venkataraghavan P K

10 de fev de 2019

Loved the theory & analytical part of the course.

por Bishal L

7 de mar de 2017

It is a nice introductory course on Baysian s

por JhZhang

14 de mar de 2020