• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Bayesian Statistics

    Bayesian Statistics Courses Online

    Understand Bayesian statistics for data analysis and decision making. Learn to apply Bayesian methods to real-world problems.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Bayesian Statistics Course Catalog

    • Status: Preview
      Preview
      I

      IE Business School

      Making Architecture

      Skills you'll gain: Architectural Design, Storytelling, Creativity, Design Elements And Principles, Conceptual Design, Design, Photography, Innovation, Spatial Analysis, Environment

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.4K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      S

      Stanford University

      Understanding Einstein: The Special Theory of Relativity

      Skills you'll gain: Physics, Spatial Analysis, Systems Of Measurement, Physical Science, General Science and Research, Mechanics, Mathematical Modeling

      4.9
      Rating, 4.9 out of 5 stars
      ·
      3.1K reviews

      Beginner · Course · 1 - 3 Months

    • U

      University of Leeds

      Master of Science in Data Science (Statistics)

      Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Web Scraping, Matplotlib, Statistical Machine Learning, Statistical Methods, Classification And Regression Tree (CART), Network Analysis, Planning, Applied Machine Learning, R Programming, Statistical Analysis, Data Analysis, Unsupervised Learning, Data Visualization Software, Supervised Learning, Statistical Modeling, Linear Algebra, Bayesian Statistics, Artificial Intelligence and Machine Learning (AI/ML)

      Earn a degree

      Degree · 1 - 4 Years

    • Status: New
      New
      M

      Macquarie University

      Statistics and Data Analysis with Excel: Advanced

      Skills you'll gain: Microsoft Excel, Regression Analysis, Forecasting, Time Series Analysis and Forecasting, Statistical Analysis, Advanced Analytics, Predictive Analytics, Statistical Hypothesis Testing, Data Analysis, Statistics, Statistical Inference, Probability & Statistics, Data Visualization Software

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Business Finance and Data Analysis Fundamentals

      Skills you'll gain: Capital Budgeting, Financial Statements, Financial Statement Analysis, Bookkeeping, Probability & Statistics, Financial Accounting, Business Mathematics, Accruals, Accounting, Financial Reporting, Financial Analysis, Income Statement, Accrual Accounting, Statistics, Microsoft Excel, Finance, Data-Driven Decision-Making, Financial Modeling, Cash Flows, Data Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.8K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Epidemiology in Public Health Practice

      Skills you'll gain: Epidemiology, Public Health, Geographic Information Systems, Chronic Diseases, Health Policy, Community Health, Infectious Diseases, Health Systems, Public Health and Disease Prevention, Investigation, Geospatial Mapping, Data Presentation, Biostatistics, Data Visualization Software, Risk Analysis, Program Evaluation, Technical Communication, Trend Analysis, System Monitoring, Statistics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      4.5K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Biostatistics in Public Health

      Skills you'll gain: Biostatistics, Statistical Hypothesis Testing, Sampling (Statistics), Descriptive Statistics, Histogram, Statistical Visualization, Regression Analysis, Statistical Methods, Box Plots, Quantitative Research, Statistical Analysis, Statistical Inference, Epidemiology, Public Health, Statistics, Science and Research, Probability & Statistics, Statistical Modeling, Scientific Methods, Time Series Analysis and Forecasting

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.4K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      E

      Erasmus University Rotterdam

      Econometrics: Methods and Applications

      Skills you'll gain: Econometrics, Time Series Analysis and Forecasting, Regression Analysis, Data Analysis, Statistical Modeling, Economics, Predictive Modeling, Statistical Analysis, Forecasting, Statistics, Estimation, Market Trend, Probability, Statistical Hypothesis Testing, Linear Algebra, Peer Review

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.2K reviews

      Mixed · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      O

      O.P. Jindal Global University

      Artificial Intelligence

      Skills you'll gain: Artificial Intelligence, Computational Logic, Machine Learning Algorithms, Natural Language Processing, Data Ethics, Computer Science, Machine Learning, Supervised Learning, Algorithms, Unsupervised Learning, Bayesian Statistics, Decision Support Systems, Probability & Statistics

      Build toward a degree

      Mixed · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      S

      SAS

      SAS Programmer

      Skills you'll gain: SAS (Software), Data Validation, Data Manipulation, Data Import/Export, Data Access, Exploratory Data Analysis, Statistical Analysis, Data Processing, Data Analysis, Data Transformation, Statistical Programming, Data Integration, SQL, Data Cleansing, Data Presentation, Descriptive Statistics, Debugging

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.5K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Probabilistic Graphical Models 3: Learning

      Skills you'll gain: Bayesian Network, Statistical Machine Learning, Unsupervised Learning, Supervised Learning, Machine Learning, Markov Model, Statistical Modeling, Statistical Methods, Graph Theory, Probability & Statistics, Probability Distribution, Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      303 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Applied Data Science Capstone

      Skills you'll gain: Predictive Modeling, Exploratory Data Analysis, Statistical Reporting, Plotly, Data-Driven Decision-Making, Data Analysis, Data Science, Web Scraping, Data Wrangling, Classification And Regression Tree (CART), Pandas (Python Package), Data Presentation, Dashboard, Interactive Data Visualization, Data Collection, Feature Engineering, Machine Learning, Data Visualization, GitHub

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7.3K reviews

      Intermediate · Course · 1 - 3 Months

    Bayesian Statistics learners also search

    R Statistics
    Applied Statistics
    Beginner Statistics
    Statistics Projects
    Advanced Statistics
    Statistics
    Basic Statistics
    Statistics for Data Science
    1…111213…111

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

    • Making Architecture: IE Business School
    • Understanding Einstein: The Special Theory of Relativity: Stanford University
    • Master of Science in Data Science (Statistics): University of Leeds
    • Statistics and Data Analysis with Excel: Advanced: Macquarie University
    • Business Finance and Data Analysis Fundamentals: Rice University
    • Epidemiology in Public Health Practice: Johns Hopkins University
    • Biostatistics in Public Health: Johns Hopkins University
    • Econometrics: Methods and Applications: Erasmus University Rotterdam
    • Artificial Intelligence: O.P. Jindal Global University
    • SAS Programmer: SAS

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • ECTS Credit Recommendations

    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
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok