• 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 Minnesota

      Social Determinants of Health: Planetary Health

      Skills you'll gain: Health Equity, Data Analysis, Community Organizing, Health Policy, Public Health, Environmental Issue, Trend Analysis, Regression Analysis, Environmental Science, Systems Thinking, Forecasting, Health Informatics, Social Justice, Environmental Policy, Scatter Plots, Data Visualization

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Civil Registration & Vital Statistics in Population Health

      Skills you'll gain: Medical Records, Health Equity, Public Health, Demography, Record Keeping, Health Disparities, Data Quality, Health Information Management, Data Collection, Diversity Awareness

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Analytics Project Ideation

      Skills you'll gain: Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, A/B Testing, Data Mining, Simulations, Unsupervised Learning, Business Analytics, Project Design, Experimentation, Data-Driven Decision-Making, Applied Machine Learning, Business Analysis, Data Analysis, Analytics, Operational Analysis, Machine Learning Algorithms, Business Planning, Problem Solving, Critical Thinking

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Foundations of ML & Python for Data Science

      Skills you'll gain: Statistical Methods, Data-Driven Decision-Making, Pandas (Python Package), Statistical Analysis, NumPy, Probability & Statistics, Data Science, Data Manipulation, Descriptive Statistics, Python Programming, Machine Learning, Statistical Inference, Programming Principles, Probability

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Data Visualization and Modeling in Python

      Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization, Predictive Modeling, Data Visualization Software, Scatter Plots, Data Manipulation, Data Science, Data Storytelling, Regression Analysis, Data Processing, Data Cleansing, Classification And Regression Tree (CART), Statistical Modeling, Histogram, Statistical Inference, Machine Learning Algorithms, Data Analysis, Python Programming

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Hacking COVID-19 — Course 5: Tracing SARS-CoV-2's Evolution

      Skills you'll gain: Bioinformatics, Infectious Diseases, Network Analysis, Molecular Biology, Taxonomy, Biology, Statistical Inference

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Data Analytics with Teradata

      Skills you'll gain: Teradata SQL, Data Cleansing, SQL, Analytics, Data Integration, Database Design, Database Management, Exploratory Data Analysis, Text Mining, Business Analytics, Data Architecture, Data Analysis, Data Modeling, Advanced Analytics, JSON, Database Architecture and Administration, Database Administration, Requirements Analysis, Data-Driven Decision-Making, Business Intelligence

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      C

      Coursera

      YouTube Analytics: Optimize Performance

      Skills you'll gain: Benchmarking, Content Performance Analysis, Search Engine Optimization, Marketing Analytics, Web Analytics and SEO, Performance Analysis, Key Performance Indicators (KPIs), Content Strategy, AI Personalization, Customer Insights, Trend Analysis

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Università di Napoli Federico II

      Data Visualization e manipolazione dei dati con Tableau

      Skills you'll gain: Interactive Data Visualization, Tableau Software, Data Visualization Software, Geospatial Information and Technology, Data Analysis Expressions (DAX), Data Manipulation, Data Mapping, Data Integration, Geospatial Mapping, Spatial Analysis, Analytics

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Practical Methodology and Ethics in AI

      Skills you'll gain: Data Ethics, Deep Learning, Artificial Intelligence, Application Deployment, Machine Learning, Data Presentation, Exploratory Data Analysis, Ethical Standards And Conduct, Bayesian Statistics, MLOps (Machine Learning Operations), Applied Machine Learning, Debugging, Information Privacy

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      E

      Edureka

      Practical Deep Learning with Python

      Skills you'll gain: Deep Learning, Artificial Neural Networks, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Computer Vision, Applied Machine Learning, Natural Language Processing, Performance Tuning, Network Architecture

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Predict Visitor Purchases with a Classification Model in BQML

      Skills you'll gain: Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, E-Commerce, Big Data, Marketing Analytics, Google Cloud Platform, Applied Machine Learning, Data Analysis

      Intermediate · Project · Less Than 2 Hours

    Bayesian Statistics learners also search

    R Statistics
    Applied Statistics
    Beginner Statistics
    Statistics Projects
    Advanced Statistics
    Statistics
    Basic Statistics
    Statistics for Data Science
    1…101102103…112

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

    • Social Determinants of Health: Planetary Health: University of Minnesota
    • Civil Registration & Vital Statistics in Population Health: Johns Hopkins University
    • Analytics Project Ideation: University of Minnesota
    • Foundations of ML & Python for Data Science: Packt
    • Data Visualization and Modeling in Python: Duke University
    • Hacking COVID-19 — Course 5: Tracing SARS-CoV-2's Evolution: University of California San Diego
    • Data Analytics with Teradata: LearnQuest
    • YouTube Analytics: Optimize Performance: Coursera
    • Data Visualization e manipolazione dei dati con Tableau: Università di Napoli Federico II
    • Practical Methodology and Ethics in AI: 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