• 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
      U

      University of Colorado Boulder

      Introduction to R Programming and Tidyverse

      Skills you'll gain: Rmarkdown, Ggplot2, Tidyverse (R Package), R Programming, Data Visualization, Data Visualization Software, Data Manipulation, Statistical Programming, Data Analysis, Data Transformation, Programming Principles

      4.3
      Rating, 4.3 out of 5 stars
      ·
      48 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Social Computing

      Skills you'll gain: Network Analysis, Applied Machine Learning, Graph Theory, Machine Learning, Network Model, Statistical Analysis, Behavioral Economics, Natural Language Processing, Tensorflow, Research Design, Statistical Modeling, Data Collection, Social Sciences, Sociology, Amazon Web Services, Artificial Intelligence, Trend Analysis, Human Factors, Data Ethics, Statistical Hypothesis Testing

      4.2
      Rating, 4.2 out of 5 stars
      ·
      8 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Using Data for Healthcare Improvement

      Skills you'll gain: Run Chart, Continuous Quality Improvement (CQI), Data Quality, Qualitative Research, Descriptive Statistics, Health Informatics, Quantitative Research, Data Analysis, Data-Driven Decision-Making, Data Collection, Statistical Visualization, Statistical Methods, Systems Of Measurement, Time Series Analysis and Forecasting

      4.7
      Rating, 4.7 out of 5 stars
      ·
      29 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Universidad de los Andes

      Algoritmos de negociación basados en machine learning​

      Skills you'll gain: Technical Analysis, Financial Market, Financial Trading, Market Data, Securities Trading, Capital Markets, Market Trend, Machine Learning Algorithms, Applied Machine Learning, Performance Measurement, Financial Analysis, Investments, Machine Learning, Classification And Regression Tree (CART), Financial Data, Performance Analysis, Decision Tree Learning, Trend Analysis, Random Forest Algorithm, Data Processing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      37 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Build a Budget and Analyze Variance using Google Sheets

      Skills you'll gain: Variance Analysis, Proposal Development, Budget Management, Google Sheets, Budgeting, Trend Analysis, Financial Analysis, Spreadsheet Software, Analysis, Finance

      4.6
      Rating, 4.6 out of 5 stars
      ·
      79 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of London

      Statistics and Clustering in Python

      Skills you'll gain: Pandas (Python Package), Plot (Graphics), Data Visualization Software, NumPy, Data Manipulation, Scatter Plots, Unsupervised Learning, Descriptive Statistics, Statistical Analysis, Data Analysis, Machine Learning Algorithms, Statistics, Jupyter, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      18 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Toronto

      Inclusive Analytic Techniques

      Skills you'll gain: Data Collection, Data Ethics, Qualitative Research, Quantitative Research, Statistical Analysis, Data Analysis, Research Methodologies, Correlation Analysis, Surveys, Regression Analysis, Data Quality, Community Outreach, Business Analytics, Ethical Standards And Conduct, Diversity and Inclusion, Probability, Mitigation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      79 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Geneva

      Global Statistics - Composite Indices for International Comparisons

      Skills you'll gain: Key Performance Indicators (KPIs), Data Synthesis, Economic Development, International Relations, Statistical Methods, Econometrics, Economics, Data Analysis, Statistics, Data Quality, Research

      4.6
      Rating, 4.6 out of 5 stars
      ·
      49 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Instructor Network

      Commercial Awareness

      Skills you'll gain: Strategic Decision-Making, Strategic Thinking, Competitive Analysis, Market Dynamics, Business Strategies, Business Economics, Market Analysis, Business, Market Trend, Financial Analysis, Finance, Trend Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      13 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Mining Quality Prediction Using Machine & Deep Learning

      Skills you'll gain: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Applied Machine Learning, Supervised Learning, Statistical Methods, Machine Learning Methods, Deep Learning, Pandas (Python Package), Decision Tree Learning, Machine Learning, Test Data, Data Analysis, Artificial Neural Networks, Random Forest Algorithm, Python Programming

      4.8
      Rating, 4.8 out of 5 stars
      ·
      67 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      I

      Institute for the Future

      Life After COVID-19: Get Ready for our Post-Pandemic Future

      Skills you'll gain: Forecasting, Resilience, Risk Analysis, Crisis Management, Adaptability, Business Transformation, Innovation, Strategic Thinking, Trend Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      55 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Alberta Machine Intelligence Institute

      Optimizing Machine Learning Performance

      Skills you'll gain: Data Ethics, Applied Machine Learning, MLOps (Machine Learning Operations), Machine Learning, Business Strategy, Regulatory Compliance, Ethical Standards And Conduct, Organizational Strategy, Maintainability, Business Planning, Team Building, Systems Integration, Risk Mitigation, Performance Metric, Stakeholder Communications

      4.4
      Rating, 4.4 out of 5 stars
      ·
      50 reviews

      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…686970…111

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

    • Introduction to R Programming and Tidyverse: University of Colorado Boulder
    • Social Computing: Johns Hopkins University
    • Using Data for Healthcare Improvement: Imperial College London
    • Algoritmos de negociación basados en machine learning​: Universidad de los Andes
    • Build a Budget and Analyze Variance using Google Sheets: Coursera Project Network
    • Statistics and Clustering in Python: University of London
    • Inclusive Analytic Techniques: University of Toronto
    • Global Statistics - Composite Indices for International Comparisons: University of Geneva
    • Commercial Awareness: Coursera Instructor Network
    • Mining Quality Prediction Using Machine & Deep Learning: Coursera Project Network

    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
    • Do Not Sell/Share
    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