• 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


  • M

    Michigan State University

    Digital Painting Specialization

    Skills you'll gain: Color Theory, Digital Design, Graphics Software, Creative Design, Visual Storytelling, Creativity, Design Software, Design

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Issues in Supply Chain Management

    Skills you'll gain: Food and Beverage, Supply Chain, Sustainability Standards, Supply Chain Management, Supply Chain Systems, Sustainable Development, Environmental Issue, International Relations, Economics, Sustainable Systems, Export Control, Sustainable Business, Market Dynamics, Environmental Regulations, Supply And Demand, Economic Development, Technology Solutions, Regulatory Requirements, Consumer Behaviour

    ★ 4.8 (16) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    AI & Machine Learning: Apply, Build & Solve

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Artificial Intelligence, Agentic systems, Machine Learning Algorithms, Bayesian Network, Applied Machine Learning, Computational Logic, Machine Learning, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Decision Intelligence, Markov Model, Algorithms, Programming Principles, Data-Driven Decision-Making, Probability & Statistics

    ★ 5 (10) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    American Psychological Association

    Better Learning

    Skills you'll gain: Learning Strategies, Learning Theory, Human Learning, Mental Concentration, Habit Formation, Productivity, Psychology, Time Management, Self-Awareness, Self-Discipline, Planning

    ★ 4.9 (19) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • Q

    Queen Mary University of London

    Stepping Up: Leading Others

    Skills you'll gain: Team Leadership, Team Management, Delegation Skills, Team Performance Management, Organizational Leadership, Leadership, Teamwork, People Management, Team Building, Leadership and Management, Virtual Teams, People Development, Mentorship, Conflict Management, Coaching, Trustworthiness, Goal Setting, Communication Strategies, Relationship Building, Cultural Diversity

    ★ 4.6 (59) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • F

    Fundação Instituto de Administração

    Gestão de Recursos Humanos

    Skills you'll gain: Human Resources Management and Planning, Human Resource Strategy, Human Resources, Human Capital, Team Performance Management, Team Management, Compensation Analysis, Diversity Programs, Fundraising, Compensation and Benefits, Business Transformation, Compensation Management, Compensation Strategy, Management Training And Development, Employee Retention, Benefits Administration, Training and Development, People Management, Strategic Leadership, Behavior Management

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

    Status: Free Trial
    Free Trial
  • P

    Packt

    Foundations of ML & Python for Data Science

    Skills you'll gain: Model Evaluation, Statistical Methods, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Model Training, Statistical Machine Learning, Statistical Analysis, NumPy, Machine Learning Methods, Machine Learning, Data Processing, Descriptive Statistics, Programming Principles, Probability Distribution, Probability

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Curtis Institute of Music

    Exploring Beethoven's Piano Sonatas Part 6

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

    ★ 5 (12) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Regression and Classification

    Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Data Science, Statistical Methods, Classification And Regression Tree (CART), Statistical Analysis, Model Evaluation, Regression Analysis, Predictive Modeling, R Programming, Statistical Inference, Logistic Regression, Model Training, Machine Learning, Classification Algorithms, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms

    ★ 4.1 (18) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • P

    Packt

    Big Data Foundations with Hadoop and Spark

    Skills you'll gain: Apache Kafka, Apache Hadoop, Apache Spark, Real Time Data, Scala Programming, Data Integration, Command-Line Interface, AWS Kinesis, Apache Hive, Big Data, Applied Machine Learning, Data Processing, Systems Design, System Design and Implementation, Apache Cassandra, Data Pipelines, Java, Distributed Computing, Query Languages, IntelliJ IDEA

    ★ 4.6 (16) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of Michigan

    The Piano Sonata: Origins to Mozart

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

    ★ 4.9 (30) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • N

    Northeastern University

    Industrial Optimization: Models & Linear Programming

    Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Operational Analysis, Linear Algebra, Numerical Analysis, Mathematical Modeling, Algorithms, Model Optimization, Algebra

    ★ 4.9 (8) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
1…144145146…317

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

  • Digital Painting Specialization: Michigan State University
  • Issues in Supply Chain Management: University of Illinois Urbana-Champaign
  • AI & Machine Learning: Apply, Build & Solve: EDUCBA
  • Better Learning: American Psychological Association
  • Stepping Up: Leading Others: Queen Mary University of London
  • Gestão de Recursos Humanos: Fundação Instituto de Administração
  • Foundations of ML & Python for Data Science: Packt
  • Exploring Beethoven's Piano Sonatas Part 6: Curtis Institute of Music
  • Regression and Classification: University of Colorado Boulder
  • Big Data Foundations with Hadoop and Spark: Packt

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