Bayesian Statistics Courses and Certifications

UC Santa Cruz

Bayesian Statistics: From Concept to Data Analysis

10 reviews

Explore Bayesian statistics with UC Santa Cruz in a 4-week course. Learn the philosophy, implementation, and benefits of this approach, and gain skills in data analysis using Excel or R.

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

Bayesian Statistics

12 reviews

Duke University's 5-week course on Bayesian Statistics. Learn to use Bayes’ rule, build models, implement in R, and apply to practical problems. Prior knowledge in Probability, Inferential Statistics, and Linear Regression required.

• Coursera
• 1 day 10 hours 38 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)

UC Santa Cruz

Bayesian Statistics: Techniques and Models

471 ratings at Coursera

Expand your Bayesian toolbox with UC Santa Cruz's 5-week course. Learn to construct, fit, assess, and compare Bayesian models using R and JAGS, with a focus on MCMC methods.

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

UC Santa Cruz Microcredential

Bayesian Statistics

UC Santa Cruz's 26-week course on Bayesian statistics, offering proficiency in R programming, data analysis, forecasting, and statistical modeling with real-world data.

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

UC Santa Cruz

Bayesian Statistics: Capstone Project

UC Santa Cruz offers a 4-week capstone project on Bayesian Statistics, allowing learners to apply their knowledge to real-world data and compose a detailed analysis report.

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

UC Santa Cruz

Bayesian Statistics: Mixture Models

48 ratings at Coursera

Explore mixture models in Bayesian statistics with this 5-week intermediate course from UC Santa Cruz. Includes lectures, quizzes, assignments, and R software exercises.

• Coursera
• 21 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

UC Santa Cruz

Bayesian Statistics: Time Series Analysis

11 ratings at Coursera

Learn to model temporal dependencies and perform Bayesian inference and forecasting with UC Santa Cruz's 5-week course. Requires knowledge of calculus-based probability. Uses R software.

• Coursera
• 22 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

University of Canterbury

Introduction to Bayesian Statistics Using R

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)

Introduction to Bayesian Statistics

402 ratings at Udemy

Learn the basics of Bayes' Theorem and Bayesian statistics, including conditional probability and subjective approaches, in this beginner-friendly course. Expect 1-2 hours of study.

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

University of Canterbury

Advanced Bayesian Statistics Using R

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)

University of Canterbury Microcredential

Bayesian Statistics Using R

Learn practical Bayesian data analysis with R in a 12-week course from the University of Canterbury. Dive into epidemiology, ecology, economics, and more.

• edX
• 12 weeks, 5-10 hours a week
• On-Demand
• $278.00
• 2 courses

Databricks

Introduction to Bayesian Statistics

39 ratings at Coursera

Learn computational statistics with Databricks in a 4-week course. Master probability, Bayesian modeling, and inference using Python and Jupyter notebooks.

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

Databricks

Bayesian Inference with MCMC

20 ratings at Coursera

Learn Markov Chain Monte Carlo methods for Bayesian modeling and inference with Python in a 3-week course by Databricks, taught by Dr. Srijith Rajamohan.

• Coursera
• 14 hours 38 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