• 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

    • C

      Coursera Project Network

      Naive Bayes 101: Resume Selection with Machine Learning

      Skills you'll gain: Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Applied Machine Learning, Data Import/Export, Pandas (Python Package), Matplotlib, Data Analysis, Text Mining, Natural Language Processing, Data Cleansing, Python Programming, Machine Learning, Computer Science

      4.5
      Rating, 4.5 out of 5 stars
      ·
      17 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Algebra: Elementary to Advanced - Polynomials and Roots

      Skills you'll gain: Algebra, Advanced Mathematics, Business Mathematics, Geometry, Mathematical Modeling, Applied Mathematics, Graphing, Scientific Methods

      4.9
      Rating, 4.9 out of 5 stars
      ·
      156 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Gestión del análisis de datos

      Skills you'll gain: Data Analysis, Exploratory Data Analysis, Statistical Modeling, Statistical Inference, Data Management, Analytical Skills, Data Literacy, Probability & Statistics, Technical Communication

      4.6
      Rating, 4.6 out of 5 stars
      ·
      98 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Science with R - Capstone Project

      Skills you'll gain: Shiny (R Package), Data Wrangling, Exploratory Data Analysis, Data Transformation, Web Scraping, Data Presentation, Tidyverse (R Package), Data Science, Dashboard, Data Collection, Data Cleansing, R Programming, Data Analysis, Predictive Analytics, Ggplot2, Regression Analysis, Data Visualization, Data Visualization Software, SQL

      4.6
      Rating, 4.6 out of 5 stars
      ·
      100 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      É

      École normale supérieure

      Statistical Mechanics: Algorithms and Computations

      Skills you'll gain: Sampling (Statistics), Physics, Simulations, Computational Logic, Numerical Analysis, Markov Model, Algorithms, Mechanics, Quantitative Research, Programming Principles, Probability, Applied Mathematics, Integral Calculus, Science and Research

      4.8
      Rating, 4.8 out of 5 stars
      ·
      265 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      W

      Wesleyan University

      Regression Modeling in Practice

      Skills you'll gain: Regression Analysis, SAS (Software), Statistical Analysis, Statistical Modeling, Data Analysis, Statistical Programming, Correlation Analysis, Predictive Modeling, Statistical Inference, Statistical Hypothesis Testing, Python Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      274 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      C

      Codio

      Data Science and Analysis Tools - from Jupyter to R Markdown

      Skills you'll gain: Rmarkdown, Dashboard, Plot (Graphics), Box Plots, Data Visualization, Correlation Analysis, Histogram, Statistical Visualization, Scatter Plots, Data Visualization Software, Data Presentation, Matplotlib, Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Pandas (Python Package), Probability & Statistics, Data Analysis, R Programming, Python Programming

      4
      Rating, 4 out of 5 stars
      ·
      23 reviews

      Beginner · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Crea y diseña productos digitales en Canva

      Skills you'll gain: Canva (Software), Digital Design, Design, Design Elements And Principles, Product Design, Marketing Analytics, Creative Design, Graphic Design, Web Analytics, Digital Content, Digital Publishing, Marketing, Intellectual Property

      4.5
      Rating, 4.5 out of 5 stars
      ·
      424 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free
      Free
      U

      University of Pennsylvania

      Calculus: Single Variable Part 4 - Applications

      Skills you'll gain: Integral Calculus, Calculus, Probability, Probability & Statistics, Geometry, Applied Mathematics, Statistics, Torque (Physics), Mathematical Modeling, Advanced Mathematics, Mechanics, Physics

      4.9
      Rating, 4.9 out of 5 stars
      ·
      278 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Dartmouth College

      Population, Food, and Soil

      Skills you'll gain: Demography, Environment, Land Management, Environmental Issue, Environmental Science, Natural Resource Management, Human Development, Social Sciences, Cultural Diversity, Trend Analysis, Economic Development

      4.8
      Rating, 4.8 out of 5 stars
      ·
      53 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      N

      National Taiwan University

      頑想學概率:機率一 (Probability (1))

      Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistics, Data Literacy

      4.8
      Rating, 4.8 out of 5 stars
      ·
      365 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free
      Free
      N

      New York University

      Climate Change and Human Rights

      Skills you'll gain: Environmental Issue, Case Law, Environmental Policy, Social Justice, Environmental Laws, Environment and Resource Management, Legal Proceedings, Lawsuits, Legal Strategy, Trend Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      734 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…505152…111

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

    • Naive Bayes 101: Resume Selection with Machine Learning: Coursera Project Network
    • Algebra: Elementary to Advanced - Polynomials and Roots: Johns Hopkins University
    • Gestión del análisis de datos: Johns Hopkins University
    • Data Science with R - Capstone Project: IBM
    • Statistical Mechanics: Algorithms and Computations: École normale supérieure
    • Regression Modeling in Practice: Wesleyan University
    • Data Science and Analysis Tools - from Jupyter to R Markdown: Codio
    • Crea y diseña productos digitales en Canva: Coursera Project Network
    • Calculus: Single Variable Part 4 - Applications: University of Pennsylvania
    • Population, Food, and Soil: Dartmouth College

    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
    • Manage Cookie Preferences
    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