• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Probability Theory

    Probability Theory Courses Online

    Explore probability theory for mathematical modeling. Understand concepts like random variables, independence, and conditional probability.

    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 Probability Theory Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of California, Santa Cruz

      Bayesian Statistics: Techniques and Models

      Skills you'll gain: Bayesian Statistics, Statistical Methods, Data Presentation, Statistical Modeling, Data Analysis, Probability & Statistics, Regression Analysis, Statistical Inference, R Programming, Markov Model, Simulations

      4.8
      Rating, 4.8 out of 5 stars
      ·
      493 reviews

      Intermediate · Course · 1 - 3 Months

    • D

      Duke University

      Bayesian Statistics

      Skills you'll gain: Bayesian Statistics, Statistical Modeling, Data Analysis, Statistics, Probability, Statistical Methods, Statistical Inference, Data-Driven Decision-Making, Regression Analysis, Probability Distribution, R Programming

      3.8
      Rating, 3.8 out of 5 stars
      ·
      797 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI Fundamentals

      Skills you'll gain: Prompt Engineering, Generative AI, OpenAI, ChatGPT, Large Language Modeling, Deep Learning, Leadership and Management, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Strategic Leadership, Business Development, Artificial Intelligence, Business Ethics, Innovation, Emerging Technologies, Business Transformation, IBM Cloud, Business Strategies, Digital Transformation, Content Creation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      8.1K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Fundamentals of Quantitative Modeling

      Skills you'll gain: Risk Modeling, Mathematical Modeling, Regression Analysis, Predictive Modeling, Business Modeling, Financial Modeling, Predictive Analytics, Process Optimization, Risk Management, Data-Driven Decision-Making, Markov Model, Business Process Improvement, Simulation and Simulation Software, Probability

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9.2K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free
      Free
      P

      Princeton University

      Computer Science: Algorithms, Theory, and Machines

      Skills you'll gain: Theoretical Computer Science, Computer Science, Data Structures, Computer Architecture, Algorithms, Programming Principles, Computer Systems, Computational Thinking, Java, Scalability, Computer Hardware

      4.7
      Rating, 4.7 out of 5 stars
      ·
      714 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Algorithmic Toolbox

      Skills you'll gain: Algorithms, Computational Thinking, Computer Programming, Data Structures, Program Development, Theoretical Computer Science, Debugging, Software Testing, Development Testing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      13K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      É

      École Polytechnique

      Density Functional Theory

      Skills you'll gain: Semiconductors, Differential Equations, Numerical Analysis, Linear Algebra, Mathematical Modeling, Chemistry, Physics

      4.9
      Rating, 4.9 out of 5 stars
      ·
      239 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Virginia

      Leading the Modern Day Business

      Skills you'll gain: Design Thinking, Digital Transformation, Product Management, Business Transformation, New Product Development, Innovation, Ideation, Product Lifecycle Management, Product Development, Technology Strategies, Product Improvement, Product Roadmaps, IT Management, Customer Engagement, Creative Problem-Solving, Team Management, Business Strategy, Marketing, Leadership and Management, Storytelling

      4.7
      Rating, 4.7 out of 5 stars
      ·
      21K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Probabilistic Graphical Models 2: Inference

      Skills you'll gain: Bayesian Network, Sampling (Statistics), Statistical Inference, Machine Learning Methods, Markov Model, Graph Theory, Probability & Statistics, Algorithms, Probability Distribution, Computational Thinking

      4.6
      Rating, 4.6 out of 5 stars
      ·
      488 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Mathematics for Machine Learning: Linear Algebra

      Skills you'll gain: Linear Algebra, NumPy, Machine Learning Algorithms, Applied Mathematics, Graph Theory, Algorithms, Python Programming, Data Transformation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      12K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      C

      California Institute of the Arts

      Approaching Music Theory: Melodic Forms and Simple Harmony

      Skills you'll gain: Music Theory, Music, Musical Composition, Classical Music, Creativity

      4.7
      Rating, 4.7 out of 5 stars
      ·
      165 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      Universiteit Leiden

      Terrorism and Counterterrorism: Comparing Theory and Practice

      Skills you'll gain: Public Safety and National Security, Research, Research Methodologies, Social Studies, Policy Analysis, Trend Analysis, International Relations, Political Sciences, Psychology

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.2K reviews

      Beginner · Course · 1 - 3 Months

    Probability Theory learners also search

    Network Theory
    Queuing Theory
    Physics
    Quantum
    Quantum Physics
    Theoretical Computer Science
    Theory Of Computation
    Quantum Computing
    1…8910…169

    In summary, here are 10 of our most popular probability theory courses

    • Bayesian Statistics: Techniques and Models: University of California, Santa Cruz
    • Bayesian Statistics: Duke University
    • Generative AI Fundamentals: IBM
    • Fundamentals of Quantitative Modeling: University of Pennsylvania
    • Computer Science: Algorithms, Theory, and Machines: Princeton University
    • Algorithmic Toolbox: University of California San Diego
    • Density Functional Theory: École Polytechnique
    • Leading the Modern Day Business: University of Virginia
    • Probabilistic Graphical Models 2: Inference: Stanford University
    • Mathematics for Machine Learning: Linear Algebra: Imperial College London

    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