• 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: Free Trial
      Free Trial
      A

      Arizona State University

      Random Models, Nested and Split-plot Designs

      Skills you'll gain: Probability Distribution, Probability & Statistics, Statistical Methods, Statistical Analysis, Regression Analysis, Statistical Modeling, Data Analysis Software

      4.7
      Rating, 4.7 out of 5 stars
      ·
      35 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      É

      École Polytechnique Fédérale de Lausanne

      Mobilité et urbanisme

      Skills you'll gain: Geographic Information Systems, Spatial Analysis, Civil Engineering, Land Management, Systems Thinking, Socioeconomics, Social Sciences, Public Policies, Research

      4.6
      Rating, 4.6 out of 5 stars
      ·
      117 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Macquarie University

      Business intelligence and data analytics: Generate insights

      Skills you'll gain: Data-Driven Decision-Making, Business Analytics, SAS (Software), Data Analysis, Data Storytelling, Business Intelligence, Predictive Modeling, Dashboard, Data Cleansing, Forecasting, Descriptive Statistics, Statistics, Histogram, Probability Distribution, Correlation Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      460 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Machine Learning Capstone

      Skills you'll gain: Data Presentation, Unsupervised Learning, Exploratory Data Analysis, Feature Engineering, Supervised Learning, Applied Machine Learning, Technical Communication, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Statistical Analysis, Machine Learning Algorithms, Keras (Neural Network Library), Python Programming, Regression Analysis, Application Development, Artificial Neural Networks

      4.7
      Rating, 4.7 out of 5 stars
      ·
      155 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Assessment for Data Analysis and Visualization Foundations

      Skills you'll gain: Dashboard, Data Analysis, Exploratory Data Analysis, Pivot Tables And Charts, Microsoft Excel, Data Quality, IBM Cognos Analytics, Data Cleansing, Analytics, Data Literacy, Data Visualization Software, Spreadsheet Software, Statistical Analysis, Data Manipulation, Descriptive Analytics, Technical Communication

      4.6
      Rating, 4.6 out of 5 stars
      ·
      303 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of London

      Statistics for International Business

      Skills you'll gain: Sampling (Statistics), Statistics, Descriptive Statistics, Probability Distribution, Data Presentation, Statistical Methods, Estimation, Statistical Hypothesis Testing, Probability, Data Visualization, Statistical Analysis, Statistical Inference, Plot (Graphics), Histogram, Graphing

      3.8
      Rating, 3.8 out of 5 stars
      ·
      310 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Surveillance Systems: Analysis, Dissemination, and Special Systems

      Skills you'll gain: Epidemiology, Chronic Diseases, Public Health and Disease Prevention, Public Health, Health Policy, Technical Communication, Trend Analysis, System Monitoring, Microbiology, Continuous Monitoring, Data Presentation, Infectious Diseases, Data Analysis, Law, Regulation, and Compliance, Data Ethics, Information Privacy, Data Collection

      4.8
      Rating, 4.8 out of 5 stars
      ·
      380 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      Universidade de São Paulo

      Estatística não-paramétrica para a tomada de decisão

      Skills you'll gain: Statistical Hypothesis Testing, Sampling (Statistics), Data-Driven Decision-Making, Decision Making, Statistical Analysis, Statistics, Statistical Inference, Quantitative Research, Probability

      4.4
      Rating, 4.4 out of 5 stars
      ·
      139 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Business Statistics and Analysis Capstone

      Skills you'll gain: Statistical Methods, Business Analytics, Statistics, Data Analysis, Statistical Analysis, Business Analysis, Analytical Skills, Analysis, Descriptive Statistics, Predictive Analytics, Regression Analysis, Microsoft Excel

      4.7
      Rating, 4.7 out of 5 stars
      ·
      437 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      What are the Chances? Probability and Uncertainty in Statistics

      Skills you'll gain: Statistical Hypothesis Testing, Statistics, Regression Analysis, Statistical Methods, Probability, Statistical Analysis, Statistical Inference, Probability Distribution, Sampling (Statistics), Combinatorics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      18 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Using probability distributions for real world problems in R

      Skills you'll gain: Probability Distribution, Statistical Methods, Statistical Hypothesis Testing, Statistical Inference, Statistical Visualization, Statistics, Data Visualization, R Programming, Probability, Exploratory Data Analysis, Data Science, Statistical Modeling, Data Analysis, Statistical Analysis, Applied Mathematics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      30 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      N

      Northeastern University

      Data Analytics Engineering: Probability & Techniques

      Skills you'll gain: Exploratory Data Analysis, Pandas (Python Package), Data Cleansing, Data Transformation, Data Manipulation, Data Analysis, Data Structures, Scatter Plots, Python Programming, Data Visualization Software, Descriptive Statistics, Programming Principles, Statistical Analysis

      Mixed · Course · 1 - 4 Weeks

    Bayesian Statistics learners also search

    R Statistics
    Applied Statistics
    Beginner Statistics
    Statistics Projects
    Advanced Statistics
    Statistics
    Basic Statistics
    Statistics for Data Science
    1…404142…111

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

    • Random Models, Nested and Split-plot Designs: Arizona State University
    • Mobilité et urbanisme: École Polytechnique Fédérale de Lausanne
    • Business intelligence and data analytics: Generate insights: Macquarie University
    • Machine Learning Capstone: IBM
    • Assessment for Data Analysis and Visualization Foundations: IBM
    • Statistics for International Business: University of London
    • Surveillance Systems: Analysis, Dissemination, and Special Systems: Johns Hopkins University
    • Estatística não-paramétrica para a tomada de decisão: Universidade de São Paulo
    • Business Statistics and Analysis Capstone: Rice University
    • What are the Chances? Probability and Uncertainty in Statistics: Johns Hopkins University

    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