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 38 minutes
• On-Demand
• Free Online Course (Audit)

Bayesian Statistics: Techniques and Models

484 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)

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

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)

Bayesian Statistics: Mixture Models

56 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
• Free Online Course (Audit)

Bayesian Statistics: Time Series Analysis

15 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
• 22 hours 19 minutes
• 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

402 ratings at Udemy

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

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Databricks

Introduction to Bayesian Statistics

88 ratings at Coursera

Learn probability, Bayesian modeling, and inference using Python and Jupyter notebooks. Gain hands-on experience with distributions, sampling algorithms, and computational statistics techniques.

• Coursera
• 12 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Bayesian Data Analysis in Python

18 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

Databricks

Bayesian Inference with MCMC

20 ratings at Coursera

Explore Markov Chain Monte Carlo methods for Bayesian modeling and inference, with hands-on Python examples using PyMC3. Learn algorithms like Metropolis, Gibbs sampling, and Hamiltonian Monte Carlo.

• Coursera
• 14 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

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

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)