• 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


  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Universal Theories

    Skills you'll gain: Physics, Materials science, Physical Science, Mathematical Modeling, Advanced Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Using Sensors With Your Raspberry Pi

    Skills you'll gain: Electronics, Systems Of Measurement, Digital Signal Processing, Data Processing, Analytics, Electronic Components, Statistical Methods, Open Source Technology, Mathematical Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Machine Learning Operations (MLOps)

    Skills you'll gain: Model Deployment, AWS SageMaker, MLOps (Machine Learning Operations), Serverless Computing, Google Cloud Platform, Cloud Deployment, AI Integrations, Docker (Software), Cloud Platforms, Cloud Computing, Containerization, Application Deployment, Amazon Web Services, Restful API, DevOps, CI/CD, Microsoft Azure, Public Cloud, Microservices, Devops Tools

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Skillshare

    The Art of Storytelling: Editing in Adobe Premiere Pro

    Skills you'll gain: Adobe Premiere, Video Editing, Post-Production, Video Production, Visual Storytelling, Storytelling, File Management, Editing, Color Theory

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of Data Science and Machine Learning with Python

    Skills you'll gain: Predictive Modeling, Matplotlib, Machine Learning Methods, Applied Machine Learning, Seaborn, Statistical Modeling, Data Visualization, Plot (Graphics), Regression Analysis, Machine Learning Algorithms, Pandas (Python Package), Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Statistical Methods, Probability & Statistics, Python Programming, Model Training, Statistical Programming

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of the Arts London

    Fashion Values: Nature

    Skills you'll gain: Sustainable Development, Sustainable Systems, Corporate Sustainability, Community Development, Systems Thinking, Design, Ideation, Prototyping

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Skillshare

    Street Photography

    Skills you'll gain: Photography, Photo Editing, Post-Production, Creativity, Photo/Video Production and Technology, Visual Storytelling, Editing, Image Quality, Creative Design, Storytelling, Aesthetics, Personal Development, Ethical Standards And Conduct, Persistence, Resourcefulness, Resilience, Social Skills, Overcoming Obstacles, Self-Awareness, Tactfulness

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    F

    Fundação Instituto de Administração

    Teoria dos Jogos: Da Teoria à Prática

    Skills you'll gain: Game Theory, Conflict Management, Bidding, Strategic Thinking, Strategic Decision-Making, Market Dynamics, Market Analysis, Decision Making, Competitive Analysis, Economics

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Large-Scale Database Systems

    Skills you'll gain: Data Warehousing, Apache Hadoop, Distributed Computing, Scalability, Transaction Processing, Database Systems, Database Design, Applied Machine Learning, Database Management Systems, Data Architecture, Database Theory, Database Management, Database Development, Database Architecture and Administration, Cloud Computing, Big Data, Relational Databases, Query Languages, Data Processing, SQL

    3.8
    Rating, 3.8 out of 5 stars
    ·
    10 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Starweaver

    GenAI Data and Analytics Academy

    Skills you'll gain: Prompt Engineering, Generative AI Agents, CrewAI, AI Orchestration, Prompt Engineering Tools, Agentic Workflows, AI Workflows, AI Personalization, Generative AI, Application Design, Kubernetes, Artificial Intelligence, Containerization, Enterprise Application Management, Docker (Software), System Monitoring, Agentic systems, MLOps (Machine Learning Operations), Python Programming, Engineering

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Human Capital: Positive Downsizing and Navigating Politics

    Skills you'll gain: Human Resources, Human Resource Strategy, Industrial and Organizational Psychology, Human Capital, Human Resources Management and Planning, Human Resource Policies, Human Resource Management, Employee Relations, Workforce Development, Business Ethics, Project Documentation, Policy Development, Knowledge Transfer, Relationship Management, Organizational Change, Change Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Lean Six Sigma Green Belt: Analyze & Improve

    Skills you'll gain: Lean Six Sigma, Organizational Change, Lean Methodologies, Six Sigma Methodology, Lean Manufacturing, Organizational Leadership, Project Scoping, Root Cause Analysis, Statistical Analysis, Process Improvement and Optimization, Statistical Methods, Process Improvement, Process Analysis, Quality Improvement, Scope Management, Process Mapping, Project Documentation, Requirements Management, Statistical Hypothesis Testing, Data Analysis

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 4 Weeks

1…166167168…308

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

  • Universal Theories: University of Colorado Boulder
  • Using Sensors With Your Raspberry Pi: Johns Hopkins University
  • Machine Learning Operations (MLOps): Board Infinity
  • The Art of Storytelling: Editing in Adobe Premiere Pro: Skillshare
  • Foundations of Data Science and Machine Learning with Python: Packt
  • Fashion Values: Nature: University of the Arts London
  • Street Photography: Skillshare
  • Teoria dos Jogos: Da Teoria à Prática: Fundação Instituto de Administração
  • Large-Scale Database Systems: Johns Hopkins University
  • GenAI Data and Analytics Academy: Starweaver

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