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Avis et commentaires pour d'étudiants pour Bayesian Statistics: From Concept to Data Analysis par Université de Californie à Santa Cruz

4.6
étoiles
2,931 évaluations
762 avis

À propos du cours

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....

Meilleurs avis

GS

31 août 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 oct. 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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376 - 400 sur 755 Avis pour Bayesian Statistics: From Concept to Data Analysis

par A F

21 avr. 2018

Great explanations, with detailed steps to follow.

par R S

22 déc. 2016

Instructor responds quickly to problems. Good job.

par JOSE F

17 janv. 2018

Great explanations, and great reference material.

par Bill S

16 oct. 2017

Very good -- from fundamentals to basic analyses.

par Rizzardig

30 août 2016

Just an introduction to the topic but very clear.

par Shekhar T

10 août 2020

More course notes with examples would be useful.

par Desham M

1 juil. 2020

Great course for strengthening your fundamentals

par Shounak D

27 août 2018

Good introductory course on Bayesian Statistics.

par Tze S

17 juil. 2018

very detailed and good classes on bayesian stats

par Peter A

17 mars 2020

Excellent introduction of all the key concepts.

par Yidan Z

7 juil. 2019

very helpful for learning Bayesian on your own.

par Manu G

30 juin 2020

Great course to understand bayesian statistics

par Tami R

17 mai 2020

The course was well structered and very clear.

par Andreas Z

8 mars 2018

Very good introduction to Bayesian Statistics.

par Mehdi H

11 nov. 2017

I really liked the course and the instructor.

par andrew c

21 mai 2020

Really clear and well paced Herbie thank you

par Deborah S

28 juin 2019

Didatic and complete course! I recomend 100%

par Quanying L

29 juin 2018

The course is informative and clear. Thanks.

par Brian J

18 mars 2018

Great course, I learned a lot. Challenging!

par Liublu B

29 août 2017

Very good, I reccomend it to data scientist

par Muuzaani N

30 avr. 2022

A good inroduction to Bayesian Statistics.

par Hernan P

24 oct. 2021

Exams are too hard specifically in Week 2.

par Scott B

10 janv. 2020

Excellent overview of bayesian statistics.

par Rami K

5 mai 2017

Great introdation for Bayesian Statistics!

par jalal e h

13 sept. 2016

Great introduction to bayesian statistics