• 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


  • E

    EDUCBA

    Apply Exploratory Data Analysis with R and ggplot2

    Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Ggplot2, Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Data Visualization Software, Statistical Visualization, Data Quality, Anomaly Detection, Descriptive Statistics, Correlation Analysis, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    4 AI Agentic Design Patterns – Workflows with Ollama

    Skills you'll gain: AI Workflows, Agentic Workflows, Prompt Patterns, Tool Calling, OpenAI API, Artificial Intelligence, Software Design Patterns, Prompt Engineering, Development Environment, Python Programming

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Understand RAG Basics

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Data Flow Diagrams (DFDs), Prompt Engineering, Generative AI, Embeddings, Context Management, Large Language Modeling, Vector Databases, Data Pipelines, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Data Management for Clinical Research

    Skills you'll gain: Clinical Data Management, Electronic Data Capture (EDC), Data Management, Data Collection, Case Report Forms, Data Sharing, Health Informatics, Data Strategy, Data Quality, Good Clinical Practices (GCP), Sampling (Statistics), Data Integrity, Data Validation, Regulatory Compliance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.9K reviews

    Beginner · Course · 1 - 3 Months

  • B

    Berklee

    Songwriting: Writing, Arranging, and Producing Music

    Skills you'll gain: Musical Composition, Music Theory, Music, Music Performance, File Management, Instrumental Music, Storytelling, Performing Arts, Media Production, Automation, Writing, Editing, Technical Support, Creativity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.1K reviews

    Beginner · Specialization · 3 - 6 Months

  • S

    SkillUp

    Critical Communication and Leadership Skills

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

    Intermediate · Course · 1 - 3 Months

  • I

    IESE Business School

    Parte 3: Negocia con Impacto - Habilidades Clave

    Skills you'll gain: Delegation Skills, Meeting Facilitation, Talent Management, Negotiation, People Management, Leadership, Team Management, Collaboration, Conflict Management, Leadership and Management, Influencing, Communication, Diversity Awareness, Decision Making, Critical Thinking and Problem Solving, Creativity

    Beginner · Course · 1 - 4 Weeks

  • I

    IESE Business School

    Parte 2: Impulsa tu Trayectoria

    Skills you'll gain: Constructive Feedback, Professional Networking, Leadership Development, Leadership, Professional Development, Self-Awareness, Initiative and Leadership, Personal Development, Leadership and Management, People Management, Empowerment, Branding, Social Media, LinkedIn, Communication

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Modeling Risk and Realities

    Skills you'll gain: Risk Management, Mathematical Modeling, Predictive Modeling, Risk Analysis, Simulation and Simulation Software, Operations Research, Probability Distribution, Data-Driven Decision-Making, Statistical Hypothesis Testing, Statistical Analysis, Microsoft Excel, Spreadsheet Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.2K reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Manage Data in Chroma

    Skills you'll gain: Metadata Management, Document Management, Vector Databases, Query Languages, Data Management, Extract, Transform, Load, Data Maintenance, Data Architecture, Data Pipelines, Scripting

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build a Cassandra Project with Java CRUD Operations

    Skills you'll gain: Back-End Web Development, Full-Stack Web Development

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Data Structures Algorithms in Java – SECRETS to Ace LeetCode

    Skills you'll gain: Data Structures, Object Oriented Programming (OOP), Java Programming, Object Oriented Design, Computational Thinking, Java, Algorithms, Debugging, Programming Principles, Computer Programming, Pseudocode, Program Development, Mathematical Theory & Analysis, Integrated Development Environments, Analysis, Solution Design, Analytical Skills

    Intermediate · Specialization · 3 - 6 Months

Searches related to probability theory

probability theory: foundation for data science
probability theory and mathematical statistics
probability theory: applications for data science
probability theory and regression for predictive analytics
probability and queuing theory
theory of probability
introduction to probability theory
1…434445…250

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

  • Apply Exploratory Data Analysis with R and ggplot2: EDUCBA
  • 4 AI Agentic Design Patterns – Workflows with Ollama: Packt
  • Understand RAG Basics: Coursera
  • Data Management for Clinical Research: Vanderbilt University
  • Songwriting: Writing, Arranging, and Producing Music: Berklee
  • Critical Communication and Leadership Skills: SkillUp
  • Parte 3: Negocia con Impacto - Habilidades Clave: IESE Business School
  • Parte 2: Impulsa tu Trayectoria : IESE Business School
  • Modeling Risk and Realities: University of Pennsylvania
  • Manage Data in Chroma: Coursera

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