• 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


  • S

    Saïd Business School, University of Oxford

    Sustainable Finance: Products, Instruments and Future Trends

    Skills you'll gain: Sustainable Business, Sustainable Development, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Social Impact, Finance, Stakeholder Engagement, Financial Services, Case Studies, Corporate Strategy, Investments, Loans, Risk Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    50 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Analytics in Healthcare Management and Administration

    Skills you'll gain: Performance Improvement, Process Analysis, Health Care Administration, Process Mapping, Health Systems, Health Informatics, Business Analytics, Clinical Trials, Systems Thinking, Quality Improvement, Change Management, Analytics, Patient-centered Care, Health Care, Care Coordination, AI Personalization, Precision Medicine, Data Analysis, Strategic Thinking, Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    39 reviews

    Mixed · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    Intimacy of Creativity: Entering the Minds of Composers

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

    4.6
    Rating, 4.6 out of 5 stars
    ·
    78 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Liderazgo

    Skills you'll gain: Business Ethics, Business Leadership, Leadership and Management, Organizational Leadership, Emotional Intelligence, Project Management Life Cycle, Decision Making, Leadership, Recognizing Others, Team Motivation, Communication Strategies, Strategic Decision-Making, Project Management, Self-Awareness

    4.7
    Rating, 4.7 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    The Piano Sonata: Russian and 20th-21st Century Composers

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

    4.9
    Rating, 4.9 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Simulation, Algorithm Analysis, and Pointers

    Skills you'll gain: File I/O, Simulations, C (Programming Language), Computational Thinking, Automation, Algorithms, Data Structures, Theoretical Computer Science, Programming Principles, Debugging

    4.4
    Rating, 4.4 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Arizona State University

    What is the Human Factor in Design?

    Skills you'll gain: Human Factors, Human Factors Engineering, Accident Prevention, Hazard Analysis, Usability, Design Reviews, Systems Thinking, Human Centered Design

    4.8
    Rating, 4.8 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 3 Months

  • X

    Xbox

    Brand Identity and Vector Graphics

    Skills you'll gain: Logo Design, Adobe Illustrator, Typography, Layout Design, Graphic and Visual Design, Graphic Design, Design Reviews, Branding, Style Guides, Animation and Game Design, Design, Peer Review, Color Theory

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Illinois Tech

    Introduction to Time Series

    Skills you'll gain: Time Series Analysis and Forecasting, R Programming, Statistical Analysis, Statistical Software, Forecasting, Statistical Modeling, Data Analysis, Statistical Methods, Statistical Visualization, Data Presentation, Probability & Statistics, Model Evaluation, Statistical Hypothesis Testing

    4.1
    Rating, 4.1 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Modern AI Models for Vision and Multimodal Understanding

    Skills you'll gain: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Embeddings, Digital Signal Processing, Transfer Learning

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Advanced · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Measurement Systems Analysis

    Skills you'll gain: Correlation Analysis, Statistical Visualization, Descriptive Statistics, Statistical Analysis, Data Analysis, Box Plots, R (Software), Systems Of Measurement, Data Quality, Run Chart, Scatter Plots, Regression Analysis, Statistical Methods, Verification And Validation, Statistical Hypothesis Testing

    4.2
    Rating, 4.2 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • R

    Radio y Televisión Española

    Competencias y habilidades esenciales en el entorno digital

    Skills you'll gain: Social Media Content, Social Media Strategy, Live Streaming, Photo/Video Production and Technology, Social Media Management, Video Production, Content Strategy, Web Content, Media and Communications, Content Creation, Journalism, digital literacy, Mobile Development Tools, Research, Digital Communications, Investigation, Social Network Analysis, Trend Analysis, Verification And Validation, Open Source Technology

    4.9
    Rating, 4.9 out of 5 stars
    ·
    79 reviews

    Beginner · Specialization · 3 - 6 Months

Searches related to probability theory

probability theory: foundation for data science
probability theory and mathematical statistics
probability theory: applications for data science
probability theory and regression for predictive analytics
probability and queuing theory
theory of probability
introduction to probability theory
1…134135136…252

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

  • Sustainable Finance: Products, Instruments and Future Trends: Saïd Business School, University of Oxford
  • Analytics in Healthcare Management and Administration: Northeastern University
  • Intimacy of Creativity: Entering the Minds of Composers: The Hong Kong University of Science and Technology
  • Liderazgo: University of Illinois Urbana-Champaign
  • The Piano Sonata: Russian and 20th-21st Century Composers: University of Michigan
  • Simulation, Algorithm Analysis, and Pointers: University of Colorado System
  • What is the Human Factor in Design?: Arizona State University
  • Brand Identity and Vector Graphics: Xbox
  • Introduction to Time Series: Illinois Tech
  • Modern AI Models for Vision and Multimodal Understanding: University of Colorado Boulder

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
  • Free IT Certifications and Courses
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications

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
  • Share your Coursera learning story

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