Bayesian Statistics Courses and Certifications

Bayesian Statistics: From Concept to Data Analysis

10 reviews

Explore Bayesian statistics from probability basics to data analysis, comparing it with frequentist approaches. Learn to implement Bayesian methods for various data types using Excel or R.

• Coursera
• 11 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Bayesian Statistics

12 reviews

Learn to apply Bayesian methods for statistical inference, decision-making, and regression. Update prior probabilities, make optimal decisions, and implement model averaging using R software.

• Coursera
• 1 day 10 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

Applied Bayesian for Analytics

Learn how to construct, fit, estimate and compute Bayesian statistical models with the help of OpenBUGS (freely available software)

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Bayesian Modeling with RJAGS

In this course, you'll learn how to implement more advanced Bayesian models using RJAGS.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Introduction to Bayesian Statistics Using R

9 ratings at edX

Learn the fundamentals of Bayesian approach to data analysis, and practice answering real life questions using R.

• edX
• 6 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Advanced Bayesian Statistics Using R

5 ratings at edX

Now that you know the basics of Bayesian inference, dive deeper to explore its richness and flexibility more fully. Let’s take a closer look at modeling latent variables, Bayesian model averaging, generalised linear models, and MCMC methods

• edX
• 6 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Bayesian Statistics Using R

Practical introduction to applied Bayesian data analysis using R, covering fundamentals, real-life applications, and advanced topics like latent variables, model averaging, and MCMC methods.

• edX
• 12 weeks, 5-10 hours a week
• On-Demand
• $338.00
• 2 courses

Bayesian Data Analysis in Python

19 ratings at DataCamp

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Discover Bayesian statistics with R: represent your beliefs with the language of probability, collect some data and update your beliefs based on the evidence contained in the data.

• DataCamp
• On-Demand
• Free Trial Available

Bayesian statistics

6 ratings at OpenLearn

This free course is an introduction to Bayesian statistics. Section 1 discusses several ways of estimating probabilities. Section 2 reviews ideas of conditional probabilities and introduces Bayes’ ...

• OpenLearn
• 12 hours
• On-Demand
• Free Certificate

Introduction to Bayesian Statistics for Data Science

Explore the theoretical foundations of Bayesian statistics and apply them to data science problems, covering probability theory, Bayes' theorem, prior distributions, practical applications, and ethical considerations.

• Coursera
• 1 day 13 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Bayesian Statistics: Techniques and Models

491 ratings at Coursera

Expand your Bayesian toolbox with advanced models and MCMC methods. Learn to construct, fit, assess, and compare sophisticated statistical models using R and JAGS for real-world data analysis.

• Coursera
• 1 day 5 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

From Proof of Work to Proof of Theorems - Bayesian Revolution and Computational Complexity

Explore how Bayesian theory revolutionized cognitive science and AI, examining computational complexity, cryptography, and theorem proving in relation to mental processing and belief systems.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Microcredential

Bayesian Statistics

Comprehensive exploration of Bayesian statistics, covering concepts, techniques, models, and applications. Develop proficiency in statistical analysis, R programming, and real-world data modeling.

• Coursera
• 26 weeks, 4 hours a week
• On-Demand
• Paid Course
• 5 courses

Bayesian Statistics: Capstone Project

Apply Bayesian statistics to real-world data through conjugate analysis, model selection, and location mixture models. Demonstrate mastery of concepts and conduct a peer-reviewed data analysis project.

• Coursera
• 11 hours 40 minutes
• On-Demand
• Free Online Course (Audit)