• 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

      Introduction to Time Series

      Skills you'll gain: Time Series Analysis and Forecasting, R Programming, Statistical Analysis, Statistical Software, Forecasting, Statistical Modeling, Statistical Visualization, Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Data Manipulation

      3.8
      Rating, 3.8 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Diabetes Disease Detection with XG-Boost and Neural Networks

      Skills you'll gain: Exploratory Data Analysis, Data Visualization, Data Analysis, Data Presentation, Applied Machine Learning, Artificial Neural Networks, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Classification And Regression Tree (CART), Predictive Analytics, Deep Learning, Python Programming

      4.9
      Rating, 4.9 out of 5 stars
      ·
      10 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Preview
      Preview
      C

      Coursera Instructor Network

      GenAI for Fraud Analysts: Improving Detection Efficiency

      Skills you'll gain: Anomaly Detection, Generative AI, ChatGPT, Operational Efficiency, Workflow Management, Compliance Management, Trend Analysis, Process Analysis, Artificial Intelligence, Data Synthesis, Predictive Analytics, Automation, Risk Management

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Choisir la Meilleure Méthode pour Illustrer les Données

      Skills you'll gain: Data Visualization, Data Visualization Software, Statistical Visualization, Interactive Data Visualization, Data Presentation, Matplotlib, Data Access, Leaflet (Software), Plotly, Heat Maps, Scatter Plots, Exploratory Data Analysis, Data Analysis, Correlation Analysis, Data Manipulation, Data Processing, Data Science, Python Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      10 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      S

      Sungkyunkwan University

      Using R for Regression and Machine Learning in Investment

      Skills you'll gain: Investment Management, Regression Analysis, Financial Market, Investments, Market Data, Portfolio Management, Financial Modeling, Predictive Modeling, Risk Analysis, R Programming, Statistical Analysis, Technical Analysis, Financial Data, Machine Learning, Algorithms

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Nonlinear Kalman Filters (and Parameter Estimation)

      Skills you'll gain: Estimation, Engineering Calculations, Numerical Analysis, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Simulation and Simulation Software, System Implementation, Calculus, Computer Programming Tools, Probability & Statistics

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Project Network

      Data Visualization with ChatGPT: Python for Dashboarding

      Skills you'll gain: Dashboard, Plotly, ChatGPT, Data Visualization Software, Interactive Data Visualization, Exploratory Data Analysis, Matplotlib, Data Analysis, Prompt Engineering, Python Programming, Pandas (Python Package), Generative AI, Debugging

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Cours intensif sur la science des données

      Skills you'll gain: Data-Driven Decision-Making, Big Data, Data Literacy, Business Analytics, Data Strategy, Data Science, Data Analysis

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Università di Napoli Federico II

      Machine Learning e Data Mining in R

      Skills you'll gain: Predictive Modeling, Unsupervised Learning, Supervised Learning, R Programming, Deep Learning, Exploratory Data Analysis, Machine Learning, Regression Analysis, Artificial Neural Networks, Tidyverse (R Package), Data Mining, Statistical Analysis, Data Analysis, Ggplot2, Data Wrangling, Dimensionality Reduction, Data Manipulation, Data Structures

      4.9
      Rating, 4.9 out of 5 stars
      ·
      9 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Beer Quality Systems

      Skills you'll gain: ISO 9000 Series, Quality Assurance and Control, Product Quality (QA/QC), Quality Management Systems, Standard Operating Procedure, Manufacturing Standards, Good Manufacturing Practices, Statistical Methods, Systems Of Measurement, Descriptive Statistics

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Analysis with Python Project

      Skills you'll gain: Anomaly Detection, Dimensionality Reduction, Regression Analysis, Data Analysis, Statistical Analysis, Data Mining, Applied Machine Learning, Unsupervised Learning, Supervised Learning, Classification And Regression Tree (CART), Machine Learning, Machine Learning Algorithms, Exploratory Data Analysis, Predictive Modeling, Statistical Modeling, Project Planning, Data Visualization

      5
      Rating, 5 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Prepare for the Meta Marketing Science Certification Exam

      Skills you'll gain: Scheduling, Marketing Strategies, Marketing, Marketing Analytics, Registration, Social Media Marketing, Digital Marketing, Data Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      9 reviews

      Intermediate · 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…909192…111

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

    • Introduction to Time Series: Illinois Tech
    • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera Project Network
    • GenAI for Fraud Analysts: Improving Detection Efficiency: Coursera Instructor Network
    • Choisir la Meilleure Méthode pour Illustrer les Données: Coursera Project Network
    • Using R for Regression and Machine Learning in Investment: Sungkyunkwan University
    • Nonlinear Kalman Filters (and Parameter Estimation): University of Colorado System
    • Data Visualization with ChatGPT: Python for Dashboarding : Coursera Project Network
    • Cours intensif sur la science des données: Johns Hopkins University
    • Machine Learning e Data Mining in R: Università di Napoli Federico II
    • Beer Quality Systems: University of California, Davis

    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