• 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


  • T

    The University of Edinburgh

    Intellectual Humility: Practice

    Skills you'll gain: Conflict Management, Intercultural Competence, Research, Diversity Awareness, Cultural Diversity, Empathy & Emotional Intelligence, Mediation, Interpersonal Communications

    4.7 stars, 153 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (153) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    Skillshare

    Film & Video Storytelling: Screenwriting, Shooting & Editing

    Skills you'll gain: Adobe Premiere, Video Editing, Videography, Storytelling, Post-Production, Video Production, Photo/Video Production and Technology, Cinematography, Visual Storytelling, File Management, Editing, Writing and Editing, Writing, Creativity, Content Creation, Leadership, Image Quality, Planning, Color Theory, Goal Setting

    4.7 stars, 9 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (9) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • É

    École normale supérieure

    Statistical Mechanics: Algorithms and Computations

    Skills you'll gain: Sampling (Statistics), Mathematical Software, Physics, Simulations, Numerical Analysis, Markov Model, Mechanics, Simulation and Simulation Software, Algorithms, Programming Principles, Applied Mathematics, Integral Calculus, Model Optimization, Program Development

    4.8 stars, 274 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (274) · Mixed · Course · 1 - 3 Months

    Category: Free
    Free
  • A

    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Vision Transformer (ViT), AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Machine Learning, Python Programming, Probability & Statistics

    4.3 stars, 6 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.3 (6) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    ISO 45001 Occupational Health & Safety Management System

    Skills you'll gain: Occupational Safety and Health Administration (OSHA), Internal Auditing, Safety Training, Emergency Response, Safety Assurance, Occupational Health, Safety Audits, Risk Analysis, Safety Standards, Risk Control, Environment Health And Safety, Accident Prevention, Risk Management, Health And Safety Standards, Hazard Communication (HazCom), Regulatory Compliance, Continuous Quality Improvement (CQI), Organizational Development

    4.9 stars, 18 reviews, Beginner, Course, 3 - 6 Months

    ★ 4.9 (18) · Beginner · Course · 3 - 6 Months

  • U

    University of California San Diego

    Social Computing

    Skills you'll gain: Collaborative Software, Telecommuting, Team Collaboration, Human Computer Interaction, Social Impact, Social Network Analysis, Interaction Design, Social Sciences, Driving engagement, Digital Communications

    4.4 stars, 820 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (820) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The Hong Kong University of Science and Technology

    Understanding China, 1700-2000: A Data Analytic Approach, Part 1

    Skills you'll gain: Social Sciences, Economics, Policy, and Social Studies, Socioeconomics, World History, Sociology, Public History, Trend Analysis, Data Analysis, Big Data, Research, Higher Education, Political Sciences, Education and Training, Case Studies

    4.7 stars, 127 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (127) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    Illinois Tech

    Introduction to Relational Databases

    Skills you'll gain: Database Systems, Relational Databases, Database Software, Databases, Database Management, Database Theory, Database Design, Database Management Systems, SQL, Database Application, Query Languages, Performance Tuning, Data Integrity, Data Manipulation, Authorization (Computing), Data Processing

    4.4 stars, 34 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (34) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • S

    Scrimba

    Vibe Coding with GitHub Copilot

    Skills you'll gain: GitHub Copilot, Vibe coding, Model Context Protocol, GitHub, Code Review, AI Personalization, Prompt Engineering, Context Management, Agentic Workflows, Software Development, Web Development

    4.5 stars, 41 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (41) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Introduction to Data Science and scikit-learn in Python

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, Applied Machine Learning, NumPy, Statistical Machine Learning, Classification Algorithms, Data Preprocessing, Data Processing, Data Wrangling, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Model Evaluation, Data Science, Statistical Hypothesis Testing

    3.7 stars, 63 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.7 (63) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Advanced Quantitative Statistics with Excel

    Skills you'll gain: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Statistical Methods, Spreadsheet Software, Data Analysis, Correlation Analysis, Case Studies, Statistical Modeling, Statistical Inference, Probability & Statistics, Variance Analysis, Data Manipulation

    4.8 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (15) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Protocolo de investigación médica: diseño y desarrollo

    Skills you'll gain: Institutional Review Board (IRB), Clinical Research Ethics, Medical Science and Research, Healthcare Ethics, Informed Consent, Clinical Research, Scientific Methods, Statistical Methods, Sampling (Statistics), Statistical Analysis, Quantitative Research, Science and Research, Responsible AI, Biostatistics, Technical Writing, Sample Size Determination, Statistical Inference, Statistical Hypothesis Testing

    4.9 stars, 97 reviews, Beginner, Course, 3 - 6 Months

    ★ 4.9 (97) · Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
1…111112113…327

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

  • Intellectual Humility: Practice: The University of Edinburgh
  • Film & Video Storytelling: Screenwriting, Shooting & Editing: Skillshare
  • Statistical Mechanics: Algorithms and Computations: École normale supérieure
  • Generative AI Fundamentals: Alberta Machine Intelligence Institute
  • ISO 45001 Occupational Health & Safety Management System: Packt
  • Social Computing: University of California San Diego
  • Understanding China, 1700-2000: A Data Analytic Approach, Part 1: The Hong Kong University of Science and Technology
  • Introduction to Relational Databases: Illinois Tech
  • Vibe Coding with GitHub Copilot: Scrimba
  • Introduction to Data Science and scikit-learn in Python: LearnQuest

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok