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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

4.6
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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

GS

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.

JB

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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351 — 375 de 755 Avaliações para o Bayesian Statistics: From Concept to Data Analysis

por Felipe M

23 de out de 2017

Very practical and insightful course. Strongly recommend it.

por Alexandre F G

24 de out de 2016

Very thoughtful and deep, great learning experience, thanks!

por huong n

15 de abr de 2022

The professor provide detailed guidance, in a logical way.

por Ignacio P

23 de abr de 2020

I have discovered a new approach to statistics. Thank you!!

por Joe N

22 de jan de 2017

Great course! Very concise, yet very informative! Go Slugs!

por Nathan A

18 de dez de 2018

A well-rounded introductory course in Bayesian Statistics.

por Evgeni N

20 de abr de 2022

An Outstanding Course taught by an Outstanding Professor!

por Pablo R

17 de set de 2020

Muy buen curso, los ejercicios enseñan mucho al hacerlos.

por Manikant R

19 de jun de 2020

Great instructor , course is very useful for data science

por SAUL E M R

17 de abr de 2020

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

por Yanlin B

23 de mar de 2020

A great introduction to the world of Bayesian Statistics!

por Antonio A A

26 de mai de 2020

A well-designed course to introduce Bayesian Statistics

por Baiyu L

27 de jan de 2020

explanation in details and nice supplementary materials

por Zotov A V

21 de nov de 2016

I want more practice programming tasks for this course.

por SAMUEL H S S U

17 de jan de 2021

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

por Eric B G

9 de mai de 2020

The best course about Bayesian Stats that I have done!

por sameen n

5 de fev de 2019

Thanks it was nice learning from wonderfu instructors.

por Nguyen Q V

21 de ago de 2017

It is the good place to start to learn Bayesian theory

por Javier G

7 de jun de 2022

Very good teachers, exercises and additional material

por Sandip D

4 de ago de 2020

Excellent Material and Very good learning experience.

por Lazaros S

4 de out de 2019

Excellent and very helpful course. Highly recommended

por Semhar O

15 de jun de 2022

Great primer on Bayesian concepts and data analysis.

por Cem T

11 de mai de 2019

It was a groundbreaking course. I highly suggest it.

por Gu F

16 de fev de 2017

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

por Anil M

4 de jul de 2020

Great intro course explained well by Professor Lee.