• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • 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 Maryland, College Park

      Framework for Data Collection and Analysis

      Skills you'll gain: Surveys, Data Collection, Research Methodologies, Research, Research Design, Sampling (Statistics), Data Quality, Data Validation, Data Analysis, Data Management

      4.2
      Rating, 4.2 out of 5 stars
      ·
      764 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      SQL Problem Solving

      Skills you'll gain: Data Quality, SQL, Data Storytelling, Data Presentation, Data Visualization, Complex Problem Solving, Business Intelligence, Business Reporting, Forecasting, Dashboard, Data Analysis, JSON, Business Analytics, Dataflow, Analytics, Predictive Analytics, Exploratory Data Analysis, Business Metrics, Data Manipulation

      4.3
      Rating, 4.3 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Introduction to Applied Business Analytics

      Skills you'll gain: Analytics, Data Analysis, Business Analysis, Data-Driven Decision-Making, Data Presentation, Python Programming, Technical Support, Software Installation

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      296 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      ChatGPT + Excel: Master Data, Make Decisions, Tell Stories

      Skills you'll gain: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Microsoft Excel, ChatGPT, Data Analysis, Data Visualization, Analytics, Productivity Software, Automation, Exploratory Data Analysis, Prompt Engineering, Generative AI

      4.8
      Rating, 4.8 out of 5 stars
      ·
      94 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Introduction to Recommender Systems: Non-Personalized and Content-Based

      Skills you'll gain: AI Personalization, Taxonomy, Applied Machine Learning, Machine Learning, Statistical Methods, Computational Thinking, Systems Design, Analysis, Data Synthesis, Descriptive Statistics, Algorithms, Microsoft Excel

      4.4
      Rating, 4.4 out of 5 stars
      ·
      651 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      É

      École Polytechnique Fédérale de Lausanne

      Geographical Information Systems - Part 1

      Skills you'll gain: Geographic Information Systems, Data Capture, Geospatial Mapping, NoSQL, Relational Databases, Spatial Analysis, SQL, Databases, Metadata Management, Data Manipulation, Data Storage, Data Modeling

      3.5
      Rating, 3.5 out of 5 stars
      ·
      95 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Leeds

      Exploratory Data Analysis

      Skills you'll gain: Exploratory Data Analysis, Data Literacy, Histogram, Data Analysis, Descriptive Statistics, Box Plots, Data Visualization, R Programming, Data Cleansing, Graphical Tools, Code Review

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Basic Statistics in Python (Correlations and T-tests)

      Skills you'll gain: Box Plots, Correlation Analysis, Exploratory Data Analysis, Data Cleansing, Descriptive Statistics, Scatter Plots, Data Manipulation, Statistical Analysis, Data Visualization, Probability & Statistics, Statistical Hypothesis Testing, Pandas (Python Package), Data Analysis, Data Import/Export, Python Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      34 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      E

      Emory University

      Math for MBA and GMAT Prep

      Skills you'll gain: Regression Analysis, Data Visualization, Descriptive Statistics, Business Mathematics, Microsoft Excel, Probability & Statistics, Business Analytics, Statistical Analysis, Statistics, Algebra, Calculus, Business, Finance

      4.3
      Rating, 4.3 out of 5 stars
      ·
      47 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Statistics and Applied Data Analysis

      Skills you'll gain: Descriptive Statistics, Probability Distribution, Regression Analysis, Statistical Hypothesis Testing, Excel Formulas, Data Transformation, Data Cleansing, Statistical Analysis, Data Visualization, Sampling (Statistics), R Programming, Probability, Statistics, Data Analysis, Statistical Software, Sample Size Determination, Exploratory Data Analysis, Histogram, Statistical Methods, Microsoft Excel

      4.8
      Rating, 4.8 out of 5 stars
      ·
      38 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      E

      Erasmus University Rotterdam

      Earth Economics

      Skills you'll gain: Economics, Economics, Policy, and Social Studies, Economic Development, Socioeconomics, International Relations, Business Economics, Data Analysis, Public Policies, Graphing, Environment and Resource Management, Data Collection, Policy Analysis, Trend Analysis, Policy Development

      4.6
      Rating, 4.6 out of 5 stars
      ·
      87 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Introduction to Business Analytics: Communicating with Data

      Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Data Visualization Software, Data Access, Data Transformation, Data-Driven Decision-Making, Exploratory Data Analysis, Business Analytics, Marketing Analytics, R Programming, Data Analysis, Analytics, Health Care

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      633 reviews

      Beginner · 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…363738…110

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

    • Framework for Data Collection and Analysis: University of Maryland, College Park
    • SQL Problem Solving: University of California, Davis
    • Introduction to Applied Business Analytics: University of Illinois Urbana-Champaign
    • ChatGPT + Excel: Master Data, Make Decisions, Tell Stories: Vanderbilt University
    • Introduction to Recommender Systems: Non-Personalized and Content-Based: University of Minnesota
    • Geographical Information Systems - Part 1: École Polytechnique Fédérale de Lausanne
    • Exploratory Data Analysis: University of Leeds
    • Basic Statistics in Python (Correlations and T-tests): Coursera Project Network
    • Math for MBA and GMAT Prep: Emory University
    • Statistics and Applied Data Analysis: University of Colorado Boulder

    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