• 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
      I

      Illinois Tech

      Linear Regression

      Skills you'll gain: R Programming, Regression Analysis, Statistical Inference, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Probability & Statistics, Linear Algebra, Mathematical Modeling, Supervised Learning

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      26 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      M

      Microsoft

      Data Analysis and Visualization with Generative AI in Excel

      Skills you'll gain: Microsoft Excel, Interactive Data Visualization, Data Visualization Software, Data Storytelling, Pivot Tables And Charts, Data Synthesis, Microsoft Copilot, Data Analysis, Report Writing, Business Reporting, Trend Analysis, Data Manipulation, Natural Language Processing, Forecasting

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      Universidad Austral

      Modelización Cuantitativa para Finanzas Corporativas

      Skills you'll gain: Time Series Analysis and Forecasting, Financial Modeling, Predictive Modeling, Financial Forecasting, Regression Analysis, Predictive Analytics, Forecasting, R Programming, Statistical Analysis, Financial Analysis, Statistical Methods, Risk Analysis, Probability & Statistics

      4.5
      Rating, 4.5 out of 5 stars
      ·
      26 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Computational and Graphical Models in Probability

      Skills you'll gain: Bayesian Network, Network Analysis, Simulations, Statistical Modeling, R Programming, Probability Distribution, Graph Theory, Probability & Statistics, Statistical Analysis, Machine Learning, Data Visualization, Statistical Hypothesis Testing

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      B

      Ball State University

      Introduction to Data Science

      Skills you'll gain: Data Ethics, Data Literacy, R Programming, Data Collection, Data Visualization Software, Sampling (Statistics), Data Science, Random Forest Algorithm, Data Analysis, Analytical Skills, Data Structures, Statistical Analysis, Machine Learning, Probability & Statistics, Regression Analysis, Database Management Systems, Data Manipulation, Arithmetic, Information Privacy, Algorithms

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Geospatial Information Technology Essentials

      Skills you'll gain: Geospatial Information and Technology, Spatial Analysis, Spatial Data Analysis, Geographic Information Systems, GIS Software, Database Management, Relational Databases, Open Source Technology, Data Mapping, Web Applications, SQL, Data Import/Export, Data Modeling, Mobile Development

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Capstone Project: Predicting Safety Stock

      Skills you'll gain: Time Series Analysis and Forecasting, Demand Planning, Feature Engineering, Matplotlib, Inventory Management System, Forecasting, Inventory Management, Predictive Analytics, Predictive Modeling, Exploratory Data Analysis, Data Analysis, Pandas (Python Package), Data Manipulation, Machine Learning

      4.2
      Rating, 4.2 out of 5 stars
      ·
      9 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      U

      Università di Napoli Federico II

      Contemporary Issues in World Politics

      Skills you'll gain: International Relations, Public Safety and National Security, Political Sciences, Diplomacy, World History, International Finance, Social Sciences, Environmental Issue, Socioeconomics, Safety and Security, European History, Security Strategy, Crisis Intervention, Economic Development, Conflict Management, Demography, Economics, Governance, Trend Analysis

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Washington

      Data Science at Scale - Capstone Project

      Skills you'll gain: Feature Engineering, Predictive Modeling, Data Compilation, Applied Machine Learning, Statistical Modeling, Predictive Analytics, Data Science, Data Manipulation, Statistical Reporting, Data Processing, Data-Driven Decision-Making, Data Wrangling, Data Modeling, Data Analysis, Data Pipelines, Regression Analysis, Data Validation, Statistics, R Programming, Python Programming

      3.8
      Rating, 3.8 out of 5 stars
      ·
      25 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Wrangling Data in the Tidyverse

      Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Data Manipulation, Tidyverse (R Package), Data Transformation, R Programming, Data Cleansing, Data Analysis, Text Mining, Statistical Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      32 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      Starweaver

      Foundations of Hotel Budgeting and Forecasting

      Skills you'll gain: Advanced Analytics, Variance Analysis, Performance Analysis, Hospitality Management, Budget Management, Analytics, Budgeting, Data-Driven Decision-Making, Corporate Sustainability, Operating Budget, Revenue Management, Predictive Analytics, Business Analytics, Financial Analysis, Financial Forecasting, Trend Analysis, Sustainability Reporting, Analysis, Strategic Decision-Making, Benchmarking

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      E

      Edureka

      Generative AI's Applications in Marketing Analytics

      Skills you'll gain: Data Ethics, Generative AI, Marketing Analytics, Law, Regulation, and Compliance, AI Personalization, Customer Insights, Marketing Effectiveness, Feature Engineering, Data-Driven Decision-Making, Emerging Technologies, Artificial Intelligence, Data Cleansing, Predictive Analytics, Exploratory Data Analysis

      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…777879…111

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

    • Linear Regression: Illinois Tech
    • Data Analysis and Visualization with Generative AI in Excel: Microsoft
    • Modelización Cuantitativa para Finanzas Corporativas: Universidad Austral
    • Computational and Graphical Models in Probability: Johns Hopkins University
    • Introduction to Data Science: Ball State University
    • Geospatial Information Technology Essentials: L&T EduTech
    • Capstone Project: Predicting Safety Stock : LearnQuest
    • Contemporary Issues in World Politics: Università di Napoli Federico II
    • Data Science at Scale - Capstone Project: University of Washington
    • Wrangling Data in the Tidyverse: 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
    • 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