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Bayesian Statistics: From Concept to Data Analysis
This course is part of Bayesian Statistics Specialization.
Course Cost
Free course
Intermediate
Skill Level
10 Hours
Self-paced lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Bayesian Statistics Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
1,50,521 Enrolled
English
What you'll learn
Master the fundamental concepts of Bayesian statistics and probability
Implement Bayesian data analysis using R or Excel
Understand key differences between Bayesian and Frequentist approaches
Apply Bayes' theorem to real-world statistical problems
Develop skills in statistical modeling and inference
Perform Bayesian analysis on both discrete and continuous data
Skills you'll gain
This course includes:
3.8 Hours PreRecorded video
18 quizzes
Access on Mobile, Tablet, Desktop
FullTime access
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There are 4 modules in this course
This comprehensive course introduces the Bayesian approach to statistics, bridging theoretical concepts with practical applications. Students learn fundamental probability theory, Bayesian inference, and data analysis techniques using both R and Excel. The curriculum covers conjugate priors, model selection, and comparison with frequentist approaches, providing hands-on experience through computer demonstrations and exercises.
Probability and Bayes' Theorem
Module 1 · 3 Hours to complete
Statistical Inference
Module 2 · 3 Hours to complete
Priors and Models for Discrete Data
Module 3 · 2 Hours to complete
Models for Continuous Data
Module 4 · 2 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Bayesian Statistics Specialization
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Faculties
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Frequently asked Questions
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