• 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


  • É

    École Polytechnique Fédérale de Lausanne

    Mobilité et urbanisme

    Skills you'll gain: Traffic Flow Optimization, Land Development, Spatial Analysis, Civil Engineering, Systems Thinking, Sociology, Socioeconomics, Social Sciences, Sustainable Development, Public Policies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    121 reviews

    Mixed · Course · 1 - 3 Months

  • I

    Illinois Tech

    Data Analytics and Big Data

    Skills you'll gain: Database Design, Relational Databases, Database Systems, Database Management, NoSQL, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Database Management Systems, MySQL, Statistical Analysis, Data Visualization, Database Theory, Data Analysis, Exploratory Data Analysis, Transaction Processing, Data Preprocessing

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    93 reviews

    Intermediate · Specialization · 3 - 6 Months

  • K

    Kotter

    The Science of Change

    Skills you'll gain: Organizational Change, Change Management, Business Transformation, Organizational Development, Organizational Leadership, Business Leadership, Organizational Structure, Culture Transformation, Leadership and Management, Leadership Development, Overcoming Obstacles, Case Studies, Organizational Strategy, Strategic Leadership, Industrial and Organizational Psychology, People Management, Leadership, Goal Setting, Adaptability, Lifelong Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    76 reviews

    Beginner · Specialization · 1 - 3 Months

  • Q

    Queen Mary University of London

    Getting Started with Leadership

    Skills you'll gain: Stakeholder Management, Organizational Change, Stakeholder Engagement, Time Management, Organizational Leadership, Leadership and Management, Organizational Structure, Stakeholder Analysis, Business Leadership, Leadership, Executive Presence, Influencing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    123 reviews

    Advanced · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Foundations of Management Consulting: Strategies & Tools

    Skills you'll gain: Selling Techniques, Business, Marketing, Economics, Advertising, Market Dynamics, Case Studies, Business Solutions, Market Analysis, Product Strategy, Business Planning, Complex Problem Solving

    4.4
    Rating, 4.4 out of 5 stars
    ·
    34 reviews

    Beginner · Specialization · 1 - 3 Months

  • L

    L&T EduTech

    Basics of Air Conditioning & Heat Load Calculation

    Skills you'll gain: HVAC, Building Services Engineering, Thermal Management, Mechanical Engineering, Engineering Calculations, Energy and Utilities, Estimation, Environmental Issue

    4.2
    Rating, 4.2 out of 5 stars
    ·
    51 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Introduction to Automated Analysis

    Skills you'll gain: Test Automation, Regression Testing, Software Testing, Software Development Tools, Unit Testing, White-Box Testing, Code Coverage, Security Testing, Verification And Validation, Test Case, Test Data, Debugging, Automation, Application Security

    4.2
    Rating, 4.2 out of 5 stars
    ·
    86 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Calculating Descriptive Statistics in R

    Skills you'll gain: Descriptive Statistics, Data Analysis, Exploratory Data Analysis, Quantitative Research, R Programming, Statistical Analysis, Probability & Statistics, Statistics, Data Science

    4.8
    Rating, 4.8 out of 5 stars
    ·
    52 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Developing a Systems Mindset

    Skills you'll gain: Systems Thinking, Cross-Functional Collaboration, Project Planning, Business Systems Analysis, Strategic Leadership, Team Leadership, Business Leadership, Community Development, Stakeholder Analysis, Cultural Responsiveness, Project Management, Organizational Strategy, Relationship Building, Root Cause Analysis, Communication Strategies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    178 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    AWS Solutions Architect Associate Exam Prep

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon Web Services, Serverless Computing, Amazon S3, Identity and Access Management, Disaster Recovery, Amazon Elastic Compute Cloud, Amazon CloudWatch, Cloud Computing Architecture, Amazon Redshift, Amazon DynamoDB, Solution Architecture, Cloud-Native Computing, Containerization, Cloud Infrastructure, Cloud Storage, Cloud Engineering, Kubernetes, Cloud Computing, API Gateway

    4
    Rating, 4 out of 5 stars
    ·
    47 reviews

    Intermediate · Specialization · 1 - 3 Months

  • I

    Imperial College London

    Quality Improvement in Healthcare

    Skills you'll gain: Continuous Quality Improvement (CQI), Run Chart, Qualitative Research, Public Health, Healthcare Project Management, Patient Safety, Health Policy, Public Health and Disease Prevention, Health Systems, Community Health, Social Determinants Of Health, Clinical Leadership, Patient-centered Care, Health Administration, Data Quality, Health Care, Health Informatics, Quantitative Research, Geographic Information Systems, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
    ·
    148 reviews

    Beginner · Specialization · 1 - 3 Months

  • D

    Dartmouth College

    Question Reality! Science, philosophy, a search for meaning

    Skills you'll gain: Scientific Methods, Theoretical Computer Science, Logical Reasoning, Physics, Laboratory Experience, Physical Science, Artificial Intelligence, Computational Thinking, Mathematics and Mathematical Modeling, Experimentation, Simulations, Psychology, Science and Research, General Science and Research, Ancient History, Vibrations, Mechanics, Chemistry, Laboratory Equipment, Research

    4.7
    Rating, 4.7 out of 5 stars
    ·
    40 reviews

    Beginner · Specialization · 1 - 3 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…115116117…252

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

  • Mobilité et urbanisme: École Polytechnique Fédérale de Lausanne
  • Data Analytics and Big Data: Illinois Tech
  • The Science of Change: Kotter
  • Getting Started with Leadership: Queen Mary University of London
  • Foundations of Management Consulting: Strategies & Tools: Board Infinity
  • Basics of Air Conditioning & Heat Load Calculation: L&T EduTech
  • Introduction to Automated Analysis: University of Minnesota
  • Calculating Descriptive Statistics in R: Coursera
  • Developing a Systems Mindset: University of Colorado Boulder
  • AWS Solutions Architect Associate Exam Prep: LearnKartS

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