• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Bayesian Statistics

Bayesian Statistics Courses

Bayesian statistics courses can help you learn probability distributions, Bayesian inference, and statistical modeling. You can build skills in hypothesis testing, predictive analytics, and decision-making under uncertainty. Many courses introduce tools like R, Python, and Stan, which are commonly used for implementing Bayesian methods and analyzing data. You'll also explore concepts like Markov Chain Monte Carlo (MCMC) techniques and Bayesian networks, equipping you with practical knowledge for data-driven decision-making in various fields.

Popular Bayesian Statistics Courses and Certifications


  • D

    DeepLearning.AI

    How Diffusion Models Work

    Skills you'll gain: Generative AI, Generative Model Architectures, Jupyter, AI Personalization, Model Training, Sampling (Statistics), Artificial Neural Networks, Algorithms

    ★ 4.6 (280) · Intermediate · Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Pennsylvania

    Feeding the World

    Skills you'll gain: Food and Beverage, Environmental Science, Environmental Issue, Food Safety and Sanitation, Environment and Resource Management, Nutrition and Diet, Natural Resource Management, Manufacturing and Production, Production Process, Sustainable Development, Sustainable Systems, Pollution Prevention, Ethical Standards And Conduct, Trend Analysis, Infectious Diseases, Public Health

    ★ 4.7 (257) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Introduction to Market Research

    Skills you'll gain: Market Research, Analytical Skills, Data Collection, Data-Driven Decision-Making, Customer Analysis, Market Analysis, Market Dynamics, Marketing, Business Research, Analysis, Data Analysis, Customer Insights, Marketing Strategies, Market Trend, Consumer Behaviour, Trend Analysis, Strategic Decision-Making

    ★ 4.6 (47) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    Imperial College London

    Global Disease Masterclass: Global Disease Distribution

    Skills you'll gain: Epidemiology, Public Health and Disease Prevention, Health Disparities, Public Health, Health Equity, Social Determinants Of Health, Infectious Diseases, Health Policy, Socioeconomics, Health Assessment, Demography, Disabilities, Chronic Diseases, Statistical Analysis, Data Collection

    ★ 4.7 (132) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Building Intelligent Troubleshooting Agents

    Skills you'll gain: Fine-tuning, Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Agentic Workflows, Decision Intelligence, Test Case, Agentic systems, User Interface (UI), Performance Testing, Model Training, Applied Machine Learning, Artificial Intelligence, Model Optimization, Machine Learning Algorithms, Classification Algorithms, Decision Support Systems, Model Evaluation

    ★ 4.4 (21) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • S

    Simplilearn

    Data Analytics with Python

    Skills you'll gain: Matplotlib, NumPy, Python Programming, Data Presentation, Pandas (Python Package), Analytical Skills, Plot (Graphics), Data Analysis, Data Visualization Software, Analysis, Data-Driven Decision-Making, Scripting, Analytics, Numerical Analysis, Data Manipulation, Graphing, Product Automation, Data Processing, Programming Principles, Data Validation

    ★ 4.9 (22) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Six Sigma White Belt

    Skills you'll gain: Root Cause Analysis, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Quality Management, Kaizen Methodology, Lean Methodologies, Quality Management Systems, Process Improvement, Pareto Chart, Quality Control, Statistical Process Controls, Data Analysis, Analysis, Microsoft Excel, Correlation Analysis, Diagram Design, Prioritization

    ★ 4.6 (89) · Intermediate · Course · 1 - 3 Months

  • P

    Pontificia Universidad Católica de Chile

    Ingeniería de Tráfico

    Skills you'll gain: Traffic Flow Optimization, Civil Engineering, Control Systems, Process Flow Diagrams, Engineering Analysis, Mathematical Modeling, Differential Equations, Simulations, Spatial Analysis

    ★ 4.8 (456) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of California, Irvine

    Database Design and Operational Business Intelligence

    Skills you'll gain: Extract, Transform, Load, Decision Support Systems, Data Warehousing, Data Mining, Database Design, Business Intelligence, Dashboard Creation, Dashboard, Star Schema, Relational Databases, Database Management, Database Theory, Data Visualization Software, Snowflake Schema, Data Presentation, Database Systems, Database Development, Data Visualization, Business Reporting, Database Management Systems

    ★ 4.4 (243) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Forecasting and Predictive Analytics Methods Pack

    Skills you'll gain: Time Series Analysis and Forecasting, Financial Forecasting, Forecasting, Trend Analysis, Advanced Analytics, Predictive Modeling, Predictive Analytics, Data-Driven Decision-Making, Business Analytics, Supervised Learning, Business Metrics, Market Data, Generative AI, Financial Management, Strategic Decision-Making, Market Intelligence, Statistical Analysis, Model Evaluation, Data Storytelling, Applied Machine Learning

    ★ 4.1 (72) · Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Building Custom Regional Reports with Google Analytics

    Skills you'll gain: Google Analytics, Data-Driven Marketing, Marketing Analytics, Email Automation, Dashboard Creation, Data-Driven Decision-Making, Web Analytics, Dashboard, Content Scheduling, Geospatial Information and Technology, Marketing, Data Analysis

    ★ 4.6 (275) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • V

    Vanderbilt University

    From Data To Decision With AI

    Skills you'll gain: Statistical Methods, Data Literacy, Regression Analysis, Generative AI, Descriptive Analytics, Statistical Analysis, AI literacy, Data-Driven Decision-Making, Correlation Analysis, Technical Communication, Data Visualization, Data Analysis, Exploratory Data Analysis, Statistical Visualization, Scatter Plots, Descriptive Statistics, Statistical Hypothesis Testing, Predictive Analytics, Data Presentation, Data Storytelling

    ★ 4.7 (36) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
1…676869…163

In summary, here are 10 of our most popular bayesian statistics courses

  • How Diffusion Models Work: DeepLearning.AI
  • Feeding the World: University of Pennsylvania
  • Introduction to Market Research: Coursera
  • Global Disease Masterclass: Global Disease Distribution: Imperial College London
  • Building Intelligent Troubleshooting Agents: Microsoft
  • Data Analytics with Python: Simplilearn
  • Six Sigma White Belt: Packt
  • Ingeniería de Tráfico: Pontificia Universidad Católica de Chile
  • Database Design and Operational Business Intelligence: University of California, Irvine
  • Forecasting and Predictive Analytics Methods Pack: Coursera

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok