• 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

      Python for Data Analysis: Pandas & NumPy

      Skills you'll gain: NumPy, Pandas (Python Package), Data Analysis, Data Science, Exploratory Data Analysis, Python Programming, Data Manipulation

      4.5
      Rating, 4.5 out of 5 stars
      ·
      355 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      U

      University of Lausanne

      Challenging Forensic Science: How Science Should Speak to Court

      Skills you'll gain: Criminal Investigation and Forensics, Legal Proceedings, Report Writing, Scientific Methods, Statistical Analysis, Research, Deductive Reasoning, Probability & Statistics, Laboratory Experience, Ethical Standards And Conduct

      4.9
      Rating, 4.9 out of 5 stars
      ·
      517 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      E

      Eindhoven University of Technology

      Improving Your Statistical Questions

      Skills you'll gain: Scientific Methods, Quantitative Research, Research Design, Statistical Inference, Experimentation, Statistical Hypothesis Testing, Statistical Methods, Statistical Analysis, Probability & Statistics, Research Methodologies, Data Integrity, Forecasting, Data Synthesis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      111 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      P

      Pontificia Universidad Católica de Chile

      Introducción a la Minería de Datos

      Skills you'll gain: Data Mining, Machine Learning Algorithms, Data Management, Big Data, Information Management, Data Analysis, Machine Learning Methods, Classification And Regression Tree (CART), Unsupervised Learning, Supervised Learning, Algorithms, Decision Tree Learning, Sampling (Statistics), Transaction Processing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.3K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Relational Database Design

      Skills you'll gain: Database Design, Database Management Systems, Relational Databases, Database Theory, Database Architecture and Administration, Data Modeling, Data Integrity

      4.6
      Rating, 4.6 out of 5 stars
      ·
      311 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Data Analytics in the Public Sector with R

      Skills you'll gain: Data Visualization, Program Evaluation, Exploratory Data Analysis, Policy Analysis, Ggplot2, Data Ethics, Plot (Graphics), Surveys, Data Presentation, Data Analysis, Statistical Analysis, Analytical Skills, Statistical Methods, Research Design, Analytics, Data Visualization Software, Public Administration, Statistics, Probability & Statistics, Research

      4.8
      Rating, 4.8 out of 5 stars
      ·
      80 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Create Machine Learning Models in Microsoft Azure

      Skills you'll gain: Predictive Modeling, Unsupervised Learning, Deep Learning, Applied Machine Learning, Data Science, Machine Learning, PyTorch (Machine Learning Library), Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Supervised Learning, Pandas (Python Package), Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Statistical Modeling, Classification And Regression Tree (CART), Regression Analysis, Keras (Neural Network Library), Image Analysis, Microsoft Azure

      4.5
      Rating, 4.5 out of 5 stars
      ·
      302 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Create your e-commerce store with Shopify

      Skills you'll gain: Order Management, Inventory Management System, E-Commerce, Web Analytics, Retail Management, Customer Relationship Management, Business, Product Management, Visual Merchandising, Marketing

      4.5
      Rating, 4.5 out of 5 stars
      ·
      568 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      I

      IBM

      Supervised Machine Learning: Classification

      Skills you'll gain: Supervised Learning, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Applied Machine Learning, Statistical Machine Learning, Data-Driven Decision-Making, Machine Learning, Predictive Modeling, Random Forest Algorithm, Statistical Modeling, Feature Engineering, Sampling (Statistics)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      417 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      Q

      Queen Mary University of London

      Research Methodologies

      Skills you'll gain: Qualitative Research, Research Methodologies, Surveys, Data Collection, Business Research, User Research, Research Design, Sample Size Determination, Market Research, Focus Group, Interviewing Skills, Probability & Statistics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      531 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      E

      EDHEC Business School

      Building Strategic Foresight Capabilities

      Skills you'll gain: Stakeholder Engagement, Strategic Thinking, Forecasting, Strategic Decision-Making, Systems Thinking, Organizational Effectiveness, Business Transformation, Complex Problem Solving, Business Strategy, Innovation, Trend Analysis, Creativity

      4.9
      Rating, 4.9 out of 5 stars
      ·
      232 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Corporate Finance Institute

      Data Skills for Excel Professionals

      Skills you'll gain: Dashboard, Star Schema, Microsoft Excel, Data Transformation, Spreadsheet Software, Data Analysis Expressions (DAX), Pivot Tables And Charts, Excel Formulas, Consolidation, Data Visualization Software, Data Storytelling, Extract, Transform, Load, Data Analysis, Data Manipulation, Business Intelligence, Data Cleansing, Microsoft Power Platform, Data Modeling, Data Import/Export, Exploratory Data Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      123 reviews

      Beginner · Specialization · 3 - 6 Months

    Bayesian Statistics learners also search

    R Statistics
    Applied Statistics
    Beginner Statistics
    Statistics Projects
    Advanced Statistics
    Statistics
    Basic Statistics
    Statistics for Data Science
    1…313233…111

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

    • Python for Data Analysis: Pandas & NumPy: Coursera Project Network
    • Challenging Forensic Science: How Science Should Speak to Court: University of Lausanne
    • Improving Your Statistical Questions: Eindhoven University of Technology
    • Introducción a la Minería de Datos: Pontificia Universidad Católica de Chile
    • Relational Database Design: University of Colorado Boulder
    • Data Analytics in the Public Sector with R: University of Michigan
    • Create Machine Learning Models in Microsoft Azure: Microsoft
    • Create your e-commerce store with Shopify: Coursera Project Network
    • Supervised Machine Learning: Classification: IBM
    • Research Methodologies: Queen Mary University of London

    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