• 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


  • P

    Packt

    JavaScript Mastery – Zero to Hero for Interviews

    Skills you'll gain: Data Structures, Algorithms, Javascript, Code Reusability, Programming Principles, Development Environment, Computer Programming, Application Programming Interface (API), Debugging, Hypertext Markup Language (HTML), HTML and CSS, Theoretical Computer Science, Computational Thinking, Performance Tuning, Data Management, Cascading Style Sheets (CSS)

    Beginner · Specialization · 1 - 3 Months

  • W

    Whizlabs

    Design and Implement Build and Release Pipelines

    Skills you'll gain: Azure DevOps Pipelines, CI/CD, Package and Software Management, Infrastructure as Code (IaC), Azure DevOps, Continuous Delivery, Continuous Deployment, Application Deployment, Continuous Integration, DevOps, Release Management, Software Versioning, Version Control, Microsoft Azure, GitHub, IT Automation, Development Testing, Test Engineering

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Statistical Analysis and Advanced Techniques

    Skills you'll gain: Statistical Methods, Regression Analysis, Statistics, Statistical Analysis, Time Series Analysis and Forecasting, Statistical Programming, Probability & Statistics, R (Software), R Programming, Statistical Reporting, Descriptive Statistics, Statistical Modeling, Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Logistic Regression, Data Storytelling, Power BI, Data Presentation, Forecasting

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Credit Derivatives: Analyze, Price & Apply

    Skills you'll gain: Credit Risk, Derivatives, Risk Modeling, Case Studies, Financial Analysis, Risk Analysis, Financial Modeling, Securities (Finance), Portfolio Risk, Financial Market, Risk Management, Capital Markets, General Finance, Mathematical Modeling, Probability

    Mixed · Course · 1 - 4 Weeks

  • L

    Logical Operations

    Excel: Statistical Analysis and Data Transformation

    Skills you'll gain: Data Transformation, Microsoft Excel, Sampling (Statistics), Data Cleansing, Data Wrangling, Statistical Visualization, Data Analysis Software, Data Analysis, Statistical Analysis, Data Integration, Microsoft Office, Microsoft 365, Productivity Software

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Building Modern Distributed Systems with Java

    Skills you'll gain: Distributed Computing, Java Programming, Load Balancing, Middleware, Database Management Systems, NoSQL, Event-Driven Programming, Databases, Systems Architecture, Software Architecture, Computer Systems, Remote Access Systems, Microservices, Scalability, Service Management, Communication Systems

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Learn & Build Machine Learning Models with Python

    Skills you'll gain: Matplotlib, Data Visualization, NumPy, Pandas (Python Package), Model Evaluation, Plot (Graphics), Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Data Manipulation, Model Training, Machine Learning Methods, Machine Learning, Feature Engineering, Predictive Modeling, Data Wrangling, Applied Machine Learning, Supervised Learning, Data Processing, Data Pipelines

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

  • S

    SkillUp

    AI Technologies in Healthcare

    Skills you'll gain: Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Jupyter, LLM Application, AI Integrations, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Decision Support Systems, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • S

    SkillUp

    Critical Communication and Leadership Skills

    Skills you'll gain: Active Listening, Conflict Management, Drive Engagement, Concision, Leadership and Management, Leadership, Interpersonal Communications, Professional Development, Empathy, Relationship Building, Verbal Communication Skills, Communication Strategies, Leadership Development, Team Leadership, Team Management, Strategic Communication, Emotional Intelligence, Employee Relations, Cross-Functional Collaboration, Employee Engagement

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Salud desde las ciencias de la complejidad

    Skills you'll gain: Health Assessment, Systems Thinking, Behavioral Health, Public Health, Physiology, Biology, Human Development, Life Sciences, Epidemiology, Environmental Science, Control Systems, General Medical Tests and Procedures, Medical Practices and Procedures

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Resilience & Leadership: Design, Development, & Integration

    Skills you'll gain: Crisis Management, Climate Change Adaptation, Change Management, Organizational Change, Engineering Management, Leadership Studies, Sustainable Development, Sustainable Systems, Organizational Development, Systems Thinking, Organizational Leadership, Risk Management, Leadership, Cultural Responsiveness, Cross-Functional Collaboration, Vulnerability, Environmental Issue

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Foundations of Swift and SwiftUI

    Skills you'll gain: Swift Programming, Apple Xcode, Apple iOS, iOS Development, Apple software proficiency, Application Development, Mobile Development, Memory Management, Cross Platform Development, Object Oriented Programming (OOP), Performance Tuning, Programming Principles, Development Environment, Integrated Development Environments, Code Reusability, Computer Programming

    Beginner · Course · 1 - 4 Weeks

1…223224225…282

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

  • JavaScript Mastery – Zero to Hero for Interviews: Packt
  • Design and Implement Build and Release Pipelines: Whizlabs
  • Statistical Analysis and Advanced Techniques: Microsoft
  • Credit Derivatives: Analyze, Price & Apply: EDUCBA
  • Excel: Statistical Analysis and Data Transformation: Logical Operations
  • Building Modern Distributed Systems with Java: Packt
  • Learn & Build Machine Learning Models with Python: EDUCBA
  • AI Technologies in Healthcare: SkillUp
  • Critical Communication and Leadership Skills: SkillUp
  • Salud desde las ciencias de la complejidad: Universidad Nacional Autónoma de México

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