• 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


  • C

    Coursera

    Analyze and Create Empathic Patient Outcomes

    Skills you'll gain: Patient Communication, Patient-centered Care, Empathy, Interpersonal Communications, Emotional Intelligence, Constructive Feedback, Peer Review, Active Listening, Compassion, Communication, Self-Awareness, Education and Training

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Real Time Analytics with SAP Hana

    Skills you'll gain: SAP Analytics Cloud, Data Access, Data Modeling, Real Time Data, Stored Procedure, Data Warehousing, Database Development, Data Security, Data Integration, SAP Applications, SQL, Predictive Analytics, Business Reporting, Scripting

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Master Bootstrap to Build Responsive E-Commerce Sites

    Skills you'll gain: Responsive Web Design, Bootstrap (Front-End Framework), Web Design, HTML and CSS, Web Design and Development, Front-End Web Development, User Interface (UI), User Interface (UI) Design, UI Components

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyze Logs: Fix LLM Hallucinations

    Skills you'll gain: Technical Communication, LLM Application, Debugging, Anomaly Detection, Root Cause Analysis, Pandas (Python Package), Business Metrics, Data Analysis Expressions (DAX), Data Analysis, Analysis, Data Processing, Data Manipulation, Performance Metric, Generative AI, Customer Retention, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Data Visualization & Advanced App Logic

    Skills you'll gain: Data Visualization Software, Interactive Data Visualization, Application Development, Web Content Accessibility Guidelines, Color Theory

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Kubernetes: From Fundamentals to Advanced Deployment

    Skills you'll gain: Kubernetes, Application Deployment, Cloud Deployment, Containerization, Data Persistence, Cloud Computing, Cloud Infrastructure, Virtual Networking, Cloud Computing Architecture, Scalability, Network Routing

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    The Complete Scrum Master Certification Guide

    Skills you'll gain: Conflict Management, Team Management, Scalability, Project Estimation

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Deep Learning with R: Build & Predict Neural Networks

    Skills you'll gain: Plot (Graphics), Data Visualization Software, R Programming, Scatter Plots, Regression Analysis, Statistical Modeling, Predictive Modeling, Artificial Neural Networks, Data Science, Deep Learning, Model Evaluation, Descriptive Statistics, Predictive Analytics, Statistical Methods, Data Manipulation, Data Preprocessing, Performance Testing

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    SAS: Apply & Evaluate Poisson & Negative Binomial Models

    Skills you'll gain: SAS (Software), Statistical Modeling, Statistical Programming, Regression Analysis, Statistical Analysis, Model Evaluation, Statistical Methods, Probability Distribution, Data Manipulation

    Mixed · Course · 1 - 4 Weeks

  • A

    AI CERTs

    Bitcoin Threats & Future Security

    Skills you'll gain: Cyber Threat Intelligence, Cyber Security Strategy, Encryption

    Advanced · Course · 1 - 3 Months

  • E

    EDUCBA

    Houdini Soft Body Dynamics: Design & Simulate

    Skills you'll gain: Video Game Development, 3D Assets, Animations, Visualization (Computer Graphics), Simulations, Virtual Environment, Scripting

    Mixed · Course · 1 - 4 Weeks

1…243244245…255

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

  • Analyze and Create Empathic Patient Outcomes: Coursera
  • Real Time Analytics with SAP Hana: Packt
  • Master Bootstrap to Build Responsive E-Commerce Sites: EDUCBA
  • Analyze Logs: Fix LLM Hallucinations: Coursera
  • Data Visualization & Advanced App Logic: Packt
  • Kubernetes: From Fundamentals to Advanced Deployment: EDUCBA
  • The Complete Scrum Master Certification Guide: Packt
  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA
  • Deep Learning with R: Build & Predict Neural Networks: EDUCBA
  • SAS: Apply & Evaluate Poisson & Negative Binomial Models: EDUCBA

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
  • Free IT Certifications and Courses
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications

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
  • Share your Coursera learning story

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