• 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


  • U

    University of California San Diego

    Graph Analytics for Big Data

    Skills you'll gain: Graph Theory, Network Model, Database Design, Big Data, Graphing, Apache Spark, Network Analysis, Analytics, Data Store, Data Management, Query Languages, Computing Platforms, Scalability, Distributed Computing, Algorithms

    ★ 4.3 (1.3K) · Mixed · Course · 1 - 3 Months

  • P

    Packt

    Advanced Data Structures and Algorithm Optimization

    Skills you'll gain: Graph Theory, Algorithms, Data Structures, Computational Thinking, Computer Programming, Theoretical Computer Science, Computational Logic, Solution Design

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Expressway to Data Science: Essential Math

    Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Applied Mathematics, Data Science, Graphing, General Mathematics, Mathematics and Mathematical Modeling, Data Analysis, Data Modeling, Statistical Methods, Mathematical Theory & Analysis, Derivatives, Probability & Statistics

    ★ 4.5 (479) · Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Analyze Financial Markets & Apply Investment Strategies

    Skills you'll gain: Investment Banking, Capital Markets, Financial Analysis, Statistics, Investment Management, Financial Management, Financial Market, Quantitative Research, Investments, Financial Acumen, Finance, Data Literacy, Banking, Analytical Skills, Statistical Methods, Communication Strategies, Probability & Statistics, Mergers & Acquisitions, Portfolio Management, Business

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

  • U

    University of Minnesota

    Preparing to Manage Human Resources

    Skills you'll gain: Human Resource Strategy, Human Resources, Human Resources Management and Planning, Human Capital, Human Resource Policies, Compensation Management, Compensation and Benefits, Compensation Strategy, Staff Management, Employee Relations, Resource Management, People Management, Employee Performance Management, Labor Relations, Industrial and Organizational Psychology, Labor Law, Employee Engagement, Team Motivation, Economics

    ★ 4.8 (10K) · Mixed · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Introduction to Sustainability

    Skills you'll gain: Environmental Policy, Sustainable Development, Environment, Water Resources, Environmental Issue, Demography, Energy and Utilities, Environmental Science, Environment and Resource Management, Sustainability Standards, Water Resource Management, Policy Analysis, Natural Resource Management, Social Sciences, Human Development, Climate Change Adaptation, Climate Change Mitigation, Economics

    ★ 4.8 (2.7K) · Mixed · Course · 1 - 3 Months

  • U

    Universitat Politècnica de València

    Aplicaciones de la Teoría de Grafos a la vida real I

    Skills you'll gain: Graph Theory, Mathematical Modeling, Applied Mathematics, Algorithms, Graphical Tools, Network Analysis, Network Model, Social Network Analysis, Network Routing, Network Planning And Design

    Beginner · Course · 1 - 3 Months

  • U

    University of Alberta

    Sample-based Learning Methods

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Sampling (Statistics), Machine Learning Algorithms, Simulations, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Algorithms, Applied Machine Learning, Probability Distribution

    ★ 4.8 (1.3K) · Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Business Management and Workplace Behavior

    Skills you'll gain: Team Performance Management, Team Management, Emotional Intelligence, Management Training And Development, Empathy & Emotional Intelligence, Business Leadership, People Management, Leadership Studies, Leadership and Management, Staff Management, Behavior Management, Business Management, Organizational Leadership, Leadership, Professionalism, Organizational Effectiveness, Leadership Development, Industrial and Organizational Psychology, Organizational Structure, Decision Making

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Instructional Design Foundations and Applications

    Skills you'll gain: Instructional and Curriculum Design, Needs Assessment, Instructional Design, Learning Theory, Diversity and Inclusion, Training and Development, People Development, Education and Training, Pedagogy, Curriculum Development, Instructional Strategies, Systems Analysis, Job Analysis, Analysis, Learning Styles

    ★ 4.1 (869) · Mixed · Course · 1 - 3 Months

  • U

    University of Amsterdam

    Inferential Statistics

    Skills you'll gain: Regression Analysis, Statistical Inference, Statistics, Correlation Analysis, Statistical Programming, Statistical Modeling, Logistic Regression

    ★ 4.4 (610) · Mixed · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Natural Language Processing with Probabilistic Models

    Skills you'll gain: Natural Language Processing, Markov Model, Embeddings, Data Preprocessing, Artificial Neural Networks, Machine Learning Methods, Algorithms, Data Cleansing, Probability & Statistics

    ★ 4.7 (1.8K) · Intermediate · Course · 1 - 4 Weeks

1…262728…281

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

  • Graph Analytics for Big Data: University of California San Diego
  • Advanced Data Structures and Algorithm Optimization: Packt
  • Expressway to Data Science: Essential Math: University of Colorado Boulder
  • Analyze Financial Markets & Apply Investment Strategies: EDUCBA
  • Preparing to Manage Human Resources: University of Minnesota
  • Introduction to Sustainability: University of Illinois Urbana-Champaign
  • Aplicaciones de la Teoría de Grafos a la vida real I: Universitat Politècnica de València
  • Sample-based Learning Methods: University of Alberta
  • Business Management and Workplace Behavior: EDUCBA
  • Instructional Design Foundations and Applications: University of Illinois Urbana-Champaign

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