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
• 10 hours 53 minutes
• On-Demand
• Paid Course

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 53 minutes
• On-Demand
• Paid Course

Microcredential

Bayesian Statistics

3516 ratings at Coursera

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

• Coursera
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

Introduction to Bayesian Statistics

760 ratings at Udemy

Bayes' Theorem and Bayesian statistics from scratch - a beginner's guide.

• Udemy
• 1 hour 19 minutes
• On-Demand
• Paid Course

Bayesian Statistics

658 ratings at Udemy

Bayes Theorem, Bayesian networks, Bayesian sampling methods, Bayesian inference, machine learning and much more

• Udemy
• 4 hours 34 minutes
• On-Demand
• Paid Course

Bayesian Statistics: Techniques and Models

495 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
• Paid Course

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 29 minutes
• On-Demand
• Paid Course

Bayesian Statistics for Data Science

187 ratings at Udemy

A former Google data scientist helps you master the basics of Bayesian statistics, with examples in R and Stan

• Udemy
• 5 hours 35 minutes
• On-Demand
• Paid Course

Bayesian Statistics: Mixture Models

62 ratings at Coursera

Explore mixture models in Bayesian statistics, covering concepts, estimation methods, and practical applications. Gain hands-on experience with R software for real-world data analysis.

• Coursera
• 21 hours 32 minutes
• On-Demand
• Paid Course

EDUCBA

Bayesian Statistics: Excel to Python A/B Testing

27 ratings at Coursera

Master Bayesian statistics from Excel basics to Python A/B testing, covering MCMC sampling, hierarchical models, and healthcare decision-making with hands-on probabilistic modeling.

• Coursera
• 6 hours 24 minutes
• On-Demand
• Paid Course

Bayesian Statistics: Time Series Analysis

17 ratings at Coursera

Explore time series analysis through Bayesian statistics, covering AR processes and Normal Dynamic Linear Models. Apply concepts using R for practical data analysis and forecasting.

• Coursera
• 19 hours 29 minutes
• On-Demand
• Paid Course

Introduction to Bayesian Statistics Using R

10 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

6 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)

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
• Paid Course

Bayesian Computational Statistics

Rigorous introduction to Bayesian inference, covering theory, computation, and practical implementation using statistical software. Explores advanced topics and applications in data analysis.

• Coursera
• 3 days 16 hours 39 minutes
• On-Demand
• Paid Course