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

Probability Theory Courses

Courses in Probability Theory can help you learn statistical reasoning, random variables, and probability distributions. You can build skills in hypothesis testing, regression analysis, and decision-making under uncertainty. Many courses introduce tools like R, Python, and Excel, that support analyzing data and modeling real-world phenomena. You'll explore key topics such as Bayes' theorem, expected value, and the law of large numbers, all of which are crucial for applications in fields like finance, engineering, and artificial intelligence.

Popular Probability Theory Courses and Certifications


  • U

    University of Colorado Boulder

    Control Systems Analysis: Modeling of Dynamic Systems

    Skills you'll gain: Control Systems, Mathematical Modeling, Engineering Analysis, Differential Equations, Systems Analysis, Electrical Systems, Mechanics, Systems Thinking, Applied Mathematics, Performance Testing, Integral Calculus, Basic Electrical Systems

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    136 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    The Economics of Health Care Delivery

    Skills you'll gain: Health Systems, Health Care Administration, Health Care Procedure and Regulation, Health Care, Medicaid, Insurance, Health Policy, Insurance Policies, Medicare, Copayment Collection and Processing, Economics, Home Health Care, Supply And Demand, Market Dynamics, Long Term Care, Payment Systems, Hospital Medicine, Hospice

    4.8
    Rating, 4.8 out of 5 stars
    ·
    704 reviews

    Mixed · Course · 1 - 4 Weeks

  • B

    Berklee

    Piano Techniques for Modern Music

    Skills you'll gain: Journals, Music Theory, Music, Instrumental Music, Music Performance, Creativity, Coordination

    5
    Rating, 5 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Database systems

    Skills you'll gain: NoSQL, Data Warehousing, Database Systems, Database Theory, Relational Databases, Database Management, Extract, Transform, Load, SQL, Databases, Data Mining, Database Development, Business Intelligence, Database Application, Database Management Systems, Big Data, Information Systems, Database Design, MongoDB, Scalability, Database Software

    4.3
    Rating, 4.3 out of 5 stars
    ·
    700 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Introduction to Predictive Modeling

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Model Training, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Manipulation, Data Transformation, Feature Engineering, Statistical Modeling, Spreadsheet Software, Predictive Analytics, Model Optimization, Data Cleansing, Statistical Methods

    4.8
    Rating, 4.8 out of 5 stars
    ·
    144 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Maryland, College Park

    The Cycle: Management of Successful Arts and Cultural Organizations

    Skills you'll gain: Fundraising, Business Management, Organizational Strategy, Governance, Drive Engagement, Promotional Strategies, Marketing Strategies, Stakeholder Engagement, Business Planning, Marketing Communications, Marketing, Strategic Marketing, Marketing Planning, Planning, Driving engagement, Business Strategies, Performing Arts, Growth Strategies, Customer Engagement, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    738 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Virginia

    The Economics of AI

    Skills you'll gain: Agentic systems, Generative AI Agents, Economics, Policy, and Social Studies, Economics, Artificial Intelligence, Economic Development, AI literacy, Socioeconomics, Public Policies, Automation, Labor Relations, Market Dynamics, Growth Strategies, Policy Analysis, Innovation, Production Process

    4.5
    Rating, 4.5 out of 5 stars
    ·
    91 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Politecnico di Milano

    Fundamentals of Organization

    Skills you'll gain: Business Process Management, Business Process, Process Management, Process Design, Organizational Structure, Decision Making, Game Theory, Process Mapping, Organizational Strategy, Process Analysis, Operational Efficiency, Organizational Effectiveness, Business Management, Problem Solving, Business, Strategic Decision-Making, Coordination

    4.7
    Rating, 4.7 out of 5 stars
    ·
    195 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad de Palermo

    Fundamentos del Management

    Skills you'll gain: Leadership Development, Business Leadership, Organizational Strategy, Decision Making, Business Management, Leadership and Management, Strategic Leadership, Leadership, Strategic Decision-Making, Agile Project Management, Team Leadership, Business Planning, Constructive Feedback, Goal Setting, Business Strategy, Continuous Improvement Process, Ideation, Digital Transformation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    434 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Calculus through Data & Modelling: Series and Integration

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Numerical Analysis, Mathematical Modeling, Mathematical Software, Exploratory Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    58 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    U

    University of Pennsylvania

    AI and Machine Learning Essentials with Python

    Skills you'll gain: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning, Data Processing, Agentic systems, Artificial Intelligence, Algorithms, AI literacy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    50 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Modern AI Models for Vision and Multimodal Understanding

    Skills you'll gain: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, Digital Signal Processing, Machine Learning Methods, Classification Algorithms, Probability Distribution

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    30 reviews

    Advanced · Course · 1 - 4 Weeks

1…858687…287

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

  • Control Systems Analysis: Modeling of Dynamic Systems: University of Colorado Boulder
  • The Economics of Health Care Delivery: University of Pennsylvania
  • Piano Techniques for Modern Music: Berklee
  • Database systems: Universidad Nacional Autónoma de México
  • Introduction to Predictive Modeling: University of Minnesota
  • The Cycle: Management of Successful Arts and Cultural Organizations: University of Maryland, College Park
  • The Economics of AI: University of Virginia
  • Fundamentals of Organization: Politecnico di Milano
  • Fundamentos del Management: Universidad de Palermo
  • Calculus through Data & Modelling: Series and Integration: Johns Hopkins University

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
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok