• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Bayesian Statistics

Bayesian Statistics Courses

Bayesian statistics courses can help you learn probability distributions, Bayesian inference, and statistical modeling. You can build skills in hypothesis testing, predictive analytics, and decision-making under uncertainty. Many courses introduce tools like R, Python, and Stan, which are commonly used for implementing Bayesian methods and analyzing data. You'll also explore concepts like Markov Chain Monte Carlo (MCMC) techniques and Bayesian networks, equipping you with practical knowledge for data-driven decision-making in various fields.

Popular Bayesian Statistics Courses and Certifications


  • U

    University of Pittsburgh

    Master of Data Science

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Bayesian Statistics, Tool Calling, Database Systems, Data Visualization, Database Design, Generative AI, Large Language Modeling, Database Management, Databases, Supervised Learning, Web Services, Data Ethics, Apache Spark, Time Series Analysis and Forecasting, Database Theory, Unsupervised Learning, Linear Algebra, Technical Communication

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • I

    IIT Guwahati

    Bachelor of Science in Data Science & AI

    Skills you'll gain: Relational Databases, Package and Software Management, Cloud Computing Architecture, Data Visualization, Time Series Analysis and Forecasting, Linear Algebra, Java Programming, Data Structures, R (Software), Data Warehousing, Database Management, Social Network Analysis, Deep Learning, C (Programming Language), Econometrics, File I/O, Probability, Bayesian Network, English Language, Algorithms

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • U

    University of North Texas

    Bachelor of Science in General Business

    Skills you'll gain: Model Evaluation, Arbitration, Supply Management, Compensation Strategy, Integrated Marketing Communications, Organizational Change, Event Management, Grammar, Sales Process, Statistical Visualization, Team Leadership, Driving engagement, Design Thinking, Public Policies, Sociology, Probability & Statistics, Global Marketing, Cultural Diversity, Molecular, Cellular, and Microbiology, Music History

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • O

    O.P. Jindal Global University

    Bachelor of Science in Psychology

    Skills you'll gain: Sensory Systems Analysis, Scientific Methods, Social Sciences, Psychology, Human Development, Environmental Policy, Human Learning, Environmental Issue, Interpersonal Communications, Habit Formation, Social Skills, Research Design, Childhood Education and Development, Research, Behavioral Economics, Sustainable Development, Empathy, Overcoming Obstacles, Emotional Intelligence, Sampling (Statistics)

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Model Training, Performance Testing, Bash (Scripting Language), Data Science

    Graduate Certificate · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • U

    University of Huddersfield

    BSc Data Science

    Skills you'll gain: Data Literacy, Linear Algebra, Graph Theory, Statistical Software, Big Data, Computational Logic, Back-End Web Development, Integral Calculus, Analytics, Matplotlib, Data Visualization, Probability & Statistics, Statistical Programming, Plot (Graphics), Calculus, Scatter Plots, Data Mining, R Programming, Relational Databases, Applied Mathematics

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • U

    University of Illinois at Urbana-Champaign

    Healthcare Innovation, Design, and Entrepreneurship Graduate Certificate

    Skills you'll gain: Mergers & Acquisitions, Revenue Recognition, Entrepreneurship, Financial Auditing, Data Storytelling, Marketing Planning, Product Lining, Virtual Teams, Financial Accounting, Data Visualization, Data-Driven Marketing, Diversity Marketing, Statistics, Safety Culture, Digital Brand Strategy, Negotiation, Health Systems, Emerging Technologies, Cash Flows, Diversity and Inclusion

    Graduate Certificate · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • N

    Northeastern University

    Engineering Management Graduate Certificate

    Skills you'll gain: Project Closure, Engineering Management, Project Schedules, Engineering Software, Project Risk Management, Innovation, Project Controls, Risk Management, Project Management, Project Design, Work Breakdown Structure, Project Management Life Cycle, Risk Analysis, Scheduling, Project Implementation, Systems Engineering, Risk Management Framework, Project Management Software, Cost Management, Earned Value Management

    Graduate Certificate · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • U

    University of London

    International Foundation Programme for Computer Science (IFP)

    Skills you'll gain: Database Management, Relational Databases, Database Design, Science and Research, Statistical Hypothesis Testing, Descriptive Statistics, Database Systems, Databases, Data Storytelling, Research Design, Research Methodologies, Data Presentation, Exploratory Data Analysis, Probability & Statistics, Computational Logic, Statistics, Logical Reasoning, Calculus, General Mathematics, Trigonometry

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • I

    Illinois Institute of Technology

    Master of Business Administration (MBA)

    Skills you'll gain: Process Improvement, Pay Per Click Advertising, Digital Marketing, Responsible AI, Process Management, Global Marketing, Web Analytics, Culture Transformation, Financial Statement Analysis, Predictive Modeling, Organizational Leadership, Digital Transformation, Market Dynamics, Capital Budgeting, Design Thinking, Descriptive Statistics, Game Theory, Business Strategy, Product Lifecycle Management, Microsoft Excel

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • I

    Illinois Institute of Technology

    Master of Data Science

    Skills you'll gain: Database Design, Database Systems, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Software, Databases, Database Application, Database Management, Database Theory, Data Analysis, NoSQL, Database Management Systems, Database Development, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Bayesian Statistics, Statistical Inference, Technical Communication, Model Evaluation

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • U

    University of Illinois at Urbana-Champaign

    Master of Computer Science (feat. Data Science Track)

    Degree · 1 - 4 Years

    Category: Earn a degree
    Earn a degree
1…167168169170

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

  • Master of Data Science: University of Pittsburgh
  • Bachelor of Science in Data Science & AI: IIT Guwahati
  • Bachelor of Science in General Business: University of North Texas
  • Bachelor of Science in Psychology: O.P. Jindal Global University
  • Data Science Graduate Certificate: University of Colorado Boulder
  • BSc Data Science: University of Huddersfield
  • Healthcare Innovation, Design, and Entrepreneurship Graduate Certificate: University of Illinois at Urbana-Champaign
  • Engineering Management Graduate Certificate: Northeastern University
  • International Foundation Programme for Computer Science (IFP): University of London
  • Master of Business Administration (MBA): Illinois Institute of Technology

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

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • 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
  • Udemy

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok