• 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

      Our Place in the Cosmos

      Skills you'll gain: Environmental Science, Physics, Physical Science, General Science and Research, Environment, Life Sciences, Spatial Analysis, Scientific Methods, Engineering, Scientific, and Technical Instruments, Biology, Systems Of Measurement, Remote Access Systems

      4.2
      Rating, 4.2 out of 5 stars
      ·
      25 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Classification Analysis

      Skills you'll gain: Classification And Regression Tree (CART), Supervised Learning, Applied Machine Learning, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Data Science, Data Analysis, Machine Learning, Bayesian Statistics, Probability & Statistics

      5
      Rating, 5 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Data Analysis with Python: Inform a Business Decision

      Skills you'll gain: Pandas (Python Package), Data Visualization, Data Presentation, Data Cleansing, Data Analysis, Data-Driven Decision-Making, Business Analysis, Data Manipulation, Exploratory Data Analysis, Data Transformation, Data Import/Export, Python Programming

      4.8
      Rating, 4.8 out of 5 stars
      ·
      9 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Fundamental Tools of Data Wrangling

      Skills you'll gain: NumPy, Data Wrangling, Data Integration, Pandas (Python Package), Data Manipulation, Data Transformation, Data Structures, Statistical Analysis, Data Cleansing, Data Analysis, Descriptive Statistics, Python Programming, Computer Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      17 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Data Storytelling

      Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Presentation, Data Visualization Software, Statistical Visualization, Exploratory Data Analysis, Tableau Software, Correlation Analysis, Data Ethics, Scatter Plots, Heat Maps

      3.9
      Rating, 3.9 out of 5 stars
      ·
      8 reviews

      Mixed · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Aggregate Data in SQL using MySQL Workbench

      Skills you'll gain: MySQL Workbench, MySQL, SQL, Query Languages, Descriptive Statistics, Data Analysis

      Intermediate · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Demand Planning in RStudio: Create Demand Forecast

      Skills you'll gain: Demand Planning, Forecasting, Supply Chain Planning, Time Series Analysis and Forecasting, Trend Analysis, Data Analysis, Predictive Modeling, R Programming, Plot (Graphics), Data Presentation, Data Modeling

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Crisis Management and Crisis Communication Consulting  

      Skills you'll gain: Crisis Management, Strategic Decision-Making, Business Consulting, Strategic Communication, Leadership and Management, Leadership, Organizational Leadership, Stakeholder Communications, Case Management, Communication Strategies, Analysis, Trend Analysis

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Michigan

      Tobacco & Nicotine: Public Health, Science, Policy, and Law

      Skills you'll gain: Lawsuits, Legal Strategy, Health Policy, Public Health, Law, Regulation, and Compliance, Policy Analysis, Epidemiology, Policy Development, Trend Analysis, Health Care, Chronic Diseases, Behavioral Health, Risk Analysis

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Interpretable machine learning applications: Part 5

      Skills you'll gain: Histogram, Statistical Methods, Predictive Analytics, Data Ethics, Statistics, Data Analysis, Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Data Science, Software Engineering

      4.4
      Rating, 4.4 out of 5 stars
      ·
      17 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Mastering Data Analysis with Pandas: Learning Path Part 5

      Skills you'll gain: Pandas (Python Package), Data Analysis, Plot (Graphics), Data Manipulation, Data Visualization, Exploratory Data Analysis, Text Mining, Data Cleansing, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      17 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      F

      Fractal Analytics

      Foundations of Machine Learning

      Skills you'll gain: Machine Learning, Supervised Learning, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Regression Analysis, Statistical Methods, Predictive Modeling, Feature Engineering, Data Processing, Data Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Data Cleansing

      4.5
      Rating, 4.5 out of 5 stars
      ·
      11 reviews

      Beginner · 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…808182…111

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

    • Our Place in the Cosmos: University of Colorado Boulder
    • Classification Analysis: University of Colorado Boulder
    • Data Analysis with Python: Inform a Business Decision: Coursera Project Network
    • Fundamental Tools of Data Wrangling: University of Colorado Boulder
    • Data Storytelling: University of California, Irvine
    • Aggregate Data in SQL using MySQL Workbench: Coursera Project Network
    • Demand Planning in RStudio: Create Demand Forecast: Coursera Project Network
    • Crisis Management and Crisis Communication Consulting  : University of Colorado Boulder
    • Tobacco & Nicotine: Public Health, Science, Policy, and Law: University of Michigan
    • Interpretable machine learning applications: Part 5: 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