Bayesian Statistics Courses and Certifications

Bayesian Modeling with RJAGS

Learn to implement advanced Bayesian models using RJAGS in this 4-hour course. Gain insights into Bayesian statistics, machine learning, and prediction using the rjags package in R.

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

Bayesian Data Analysis in Python

13 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

The National Centre for Research Methods

Advanced Bayesian Methods

Master advanced Bayesian methods with The National Centre for Research Methods. Learn Metropolis Hastings, speed up computations, and assess convergence in 1-2 hours.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Bayesian Theory and Graphical Models

Dive into Bayesian Theory and Graphical Models with this online program. Expect 2-3 hours of engaging material, broken down into manageable sections.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Online Course

Ox educ

Bayesian Statistics - A Comprehensive Course

Dive into Bayesian statistics with Ox Educ's comprehensive program. Learn about probability distributions, Bayesian formula, Markov Chain Monte Carlo, and more in just 6 hours.

• YouTube
• 6 hours
• On-Demand
• Free Online Course

MITCBMM

Bayesian Inference in Generative Models

Explore Bayesian inference in generative models with MITCBMM. Learn approximate inference methods, neural network applications, and probabilistic programming languages in under an hour.

• YouTube
• 50 minutes
• On-Demand
• Free Online Course

Clinical Trials Analysis, Monitoring, and Presentation

39 ratings at Coursera

Learn advanced operational skills for clinical trials, including sample size computation, trial monitoring, results reporting, and analysis in this 4-week course by Johns Hopkins University.

• Coursera
• 4 hours 42 minutes
• On-Demand
• Free Online Course (Audit)

Statistics for Applications (Fall 2016)

1 review

This course offers an in-depth the theoretical foundations for statistical methods that are useful in many applications.

• MIT OpenCourseWare
• 28 hours
• On-Demand
• Free Online Course

Microcredential

Statistics with R

Duke University's 30-week course on data analysis with R. Learn to analyze, visualize, and communicate statistical results, with a portfolio to demonstrate mastery.

• Coursera
• 30 weeks, 3 hours a week
• On-Demand
• Paid Course
• 5 courses

Microcredential

Data Analysis with R

Duke University's 22-week course on data analysis with R, covering data visualization, statistical inference, data-based decision making, and data wrangling. 2 hours/week.

• Coursera
• 22 weeks, 2 hours a week
• On-Demand
• Paid Course
• 3 courses

Eindhoven University of Technology

Improving your statistical inferences

775 ratings at Coursera

Enhance your statistical inferences with this 8-week course from Eindhoven University of Technology. Learn to interpret p-values, design experiments, control false positive rates, and apply Open Science principles.

• Coursera
• 1 day 3 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Facebook;  Meta

Statistics for Marketing

153 ratings at Coursera

Facebook's 5-week course offers a deep dive into marketing analytics, covering hypothesis testing, descriptive and inferential statistics, regression models, and segmentation analysis.

• Coursera
• 16 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

Campus - the Israeli National Project for Digital Learning

Bayesian Algorithms for Self-Driving Cars

1 review

"Bayesian Algorithms for Self-Driving Cars" is an advanced Computer science course, designed to equip the student with the most important localization algorithms now deployed in modern autonomous vehicles.

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

Bayesian Machine Learning in Python: A/B Testing

6879 ratings at Udemy

Data Science, Machine Learning, and Data Analytics Techniques for Marketing, Digital Media, Online Advertising, and More

• Udemy
• 10 hours 26 minutes
• On-Demand
• Paid Course

Chalmers University of Technology Microcredential

Sensor Fusion and Multi-Object Tracking

Give your career a boost by mastering how to fuse information from a variety of different sensors, such as, radar, lidar and camera, for accurate object positioning and tracking of moving objects. The target audience for this program are engineers in th…

• edX
• On-Demand
• $548.00
• 2 courses