• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • 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
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Complete graduate-level learning without committing to a full degree program.
    Earn a university-issued career credential in a flexible, interactive format.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Probability Theory Course Catalog

    • Status: Free
      Free
      C

      Curtis Institute of Music

      Exploring Beethoven’s Piano Sonatas

      Skills you'll gain: Musical Composition, Music History, Instrumental Music, Classical Music, Music Theory, Music Performance

      4.8
      Rating, 4.8 out of 5 stars
      ·
      605 reviews

      Mixed · Course · 1 - 3 Months

    • A

      Alberta Machine Intelligence Institute

      Machine Learning Algorithms: Supervised Learning Tip to Tail

      Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Jupyter, Machine Learning, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Business Solutions, Python Programming, Regression Analysis, Performance Analysis, Feature Engineering, Data Processing, Performance Metric

      4.7
      Rating, 4.7 out of 5 stars
      ·
      413 reviews

      Mixed · Course · 1 - 4 Weeks

    • U

      University of Colorado System

      Classical Cryptosystems and Core Concepts

      Skills you'll gain: Cryptography, Cybersecurity, Encryption, Key Management, Public Key Cryptography Standards (PKCS), Data Integrity

      4.5
      Rating, 4.5 out of 5 stars
      ·
      411 reviews

      Beginner · Course · 1 - 4 Weeks

    • I

      Institute for the Future

      Collaborative Foresight: How to Game the Future

      Skills you'll gain: Forecasting, Systems Thinking, Game Theory, Creative Thinking, Collaboration, Interviewing Skills, Emerging Technologies, Ideation, Innovation, Ethical Standards And Conduct, Empathy

      4.9
      Rating, 4.9 out of 5 stars
      ·
      283 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free
      Free
      T

      The University of Edinburgh

      Intellectual Humility: Theory

      Skills you'll gain: Self-Awareness, Personal Attributes, Emotional Intelligence, Open Mindset, Cognitive flexibility, Critical Thinking, Psychology, Research, Psychological Evaluations, Surveys

      4.5
      Rating, 4.5 out of 5 stars
      ·
      371 reviews

      Beginner · Course · 1 - 3 Months

    • T

      TecnolĂłgico de Monterrey

      Leading a Family Business

      Skills you'll gain: Succession Planning, Innovation, Business Modeling, Value Propositions, Governance, Entrepreneurship, Lean Methodologies, Leadership and Management, Leadership, Business Leadership, Corporate Strategy, New Product Development, Ideation, Strategic Leadership, Business Strategy, Sales Presentations, Leadership Development, New Business Development, Talent Management, Business Planning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      45 reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      Game-Theoretic Solution Concept with Spreadsheets

      Skills you'll gain: Game Theory, Strategic Decision-Making, Strategic Thinking, Systems Thinking, Complex Problem Solving, Spreadsheet Software

      4.6
      Rating, 4.6 out of 5 stars
      ·
      60 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • U

      University of Washington

      Data Manipulation at Scale: Systems and Algorithms

      Skills you'll gain: Big Data, Relational Databases, Database Systems, Dataflow, Data Science, Data Manipulation, Data Processing, NoSQL, Apache Spark, Analytics, Distributed Computing, Apache Hadoop, SQL, Data Analysis, Query Languages, Cloud Computing, Scalability, Graph Theory, Algorithms

      4.3
      Rating, 4.3 out of 5 stars
      ·
      767 reviews

      Mixed · Course · 1 - 3 Months

    • U

      University of Colorado Boulder

      Control of Nonlinear Spacecraft Attitude Motion

      Skills you'll gain: Control Systems, Vibrations, Torque (Physics), Mathematical Modeling, Differential Equations, Simulation and Simulation Software, Applied Mathematics, Engineering Analysis, Mechanics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      68 reviews

      Advanced · Course · 1 - 4 Weeks

    • U

      University of Colorado Boulder

      Neuroscience of Leadership: Leading with Your Brain

      Skills you'll gain: Organizational Leadership, Team Motivation, Diversity and Inclusion, Innovation, Resilience, Team Leadership, Initiative and Leadership, Business Transformation, Leadership, Personal Development, Strategic Leadership, Team Management, Team Performance Management, Persistence, Industrial and Organizational Psychology, Business Leadership, Leadership and Management, Decision Making, Self-Awareness, Problem Solving

      4.8
      Rating, 4.8 out of 5 stars
      ·
      102 reviews

      Beginner · Specialization · 3 - 6 Months

    • M

      Microsoft

      Program Management Fundamentals

      Skills you'll gain: Program Management, Return On Investment, Project Portfolio Management, Organizational Strategy, Project Management, Project Management Life Cycle, Leadership and Management, Benefits Administration, Project Closure, Strategic Decision-Making, Governance

      4.8
      Rating, 4.8 out of 5 stars
      ·
      44 reviews

      Beginner · Course · 1 - 4 Weeks

    • I

      IBM

      AI Workflow: Data Analysis and Hypothesis Testing

      Skills you'll gain: Data Visualization, Exploratory Data Analysis, Data Presentation, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation

      4.3
      Rating, 4.3 out of 5 stars
      ·
      123 reviews

      Advanced · Course · 1 - 4 Weeks

    Probability Theory learners also search

    Network Theory
    Queuing Theory
    Physics
    Quantum
    Quantum Physics
    Theoretical Computer Science
    Theory Of Computation
    Quantum Computing
    1…697071…157

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

    • Exploring Beethoven’s Piano Sonatas: Curtis Institute of Music
    • Machine Learning Algorithms: Supervised Learning Tip to Tail: Alberta Machine Intelligence Institute
    • Classical Cryptosystems and Core Concepts: University of Colorado System
    • Collaborative Foresight: How to Game the Future: Institute for the Future
    • Intellectual Humility: Theory: The University of Edinburgh
    • Leading a Family Business: TecnolĂłgico de Monterrey
    • Game-Theoretic Solution Concept with Spreadsheets: Coursera Project Network
    • Data Manipulation at Scale: Systems and Algorithms: University of Washington
    • Control of Nonlinear Spacecraft Attitude Motion: University of Colorado Boulder
    • Neuroscience of Leadership: Leading with Your Brain: University of Colorado Boulder

    Frequently Asked Questions about Probability Theory

    Probability theory is a division of the mathematics field that's focused on analyzing random or uncertain distributions and phenomena. It doesn't predict a specific outcome from the data that's offered, but it tells analysts several different potential outcomes. It does this by applying mathematical equations to predict the things that may happen as a result of the information. Probability theory offers a scientific process that can be used to make an educated guess as to the most likely outcome, or event.‎

    It's important to learn about probability theory because it can help improve your critical thinking skills. It can also help you make better decisions and help you with taking control of potential outcomes and risks. This can be beneficial in both your professional career and in your everyday life. If you're interested in a career in science, probability theory is a vital part of scientific reasoning that you'll use frequently in your career. It's also an interesting topic to learn about and to discuss with peers.‎

    Taking online courses on Coursera can help you learn probability theory by presenting each step of the learning process in a logical order that you can pass through from beginner-level courses through intermediate and advanced courses. If you already have an understanding of data science and advanced math skills, you move right to the courses you need to upgrade or refresh your skills. You also can take the courses at your own pace, so you're never rushed, and you can make sure you have a solid understanding of each concept before progressing to the next.‎

    If you're a highly analytical person who enjoys mathematics, probability theory may be right for you. It's also right for you if your goal is to work in the field of data science, statistical analysis, or data manipulation. Additionally, it's a useful study area if you want to work in finance or at a high-level accounting job.‎

    Online Probability Theory courses offer a convenient and flexible way to enhance your knowledge or learn new Probability Theory skills. Choose from a wide range of Probability Theory courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Probability Theory, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

    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
    • Teaching Center

    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