• 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


  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Applied Kalman Filtering

    Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Markov Model, Advanced Mathematics, Simulations, Integral Calculus, Correlation Analysis, Control Systems, Probability, Simulation and Simulation Software, Probability & Statistics, Applied Mathematics, Statistical Methods, Probability Distribution, Time Series Analysis and Forecasting

    4.9
    Rating, 4.9 out of 5 stars
    ·
    38 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    S

    SAS

    Statistical Thinking for Industrial Problem Solving, presented by JMP

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Statistical Process Controls, Correlation Analysis, Statistics, Data-Driven Decision-Making, Statistical Modeling, Statistical Hypothesis Testing, Statistical Methods, Statistical Software, Probability & Statistics, Regression Analysis, Statistical Inference, Predictive Analytics, Data Analysis, SAS (Software), Scatter Plots, Experimentation, Analytical Skills, Data Visualization

    4.8
    Rating, 4.8 out of 5 stars
    ·
    101 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    CertNexus

    CertNexus Certified Ethical Emerging Technologist

    Skills you'll gain: Crisis Management, Data Ethics, Governance, Business Ethics, Strategic Leadership, Corporate Communications, Responsible AI, Law, Regulation, and Compliance, Communication Planning, Accountability Frameworks, Media Relations, Strategic Thinking, Communication Strategies, Risking, Business Leadership, Risk Management, Test Tools, Communication, Leadership, Learning Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    644 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    B

    Berklee

    Arranging for Songwriters

    Skills you'll gain: Musical Composition, Music Theory, Music Performance, Music, Instrumental Music, Media Production, Writing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    84 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    IESE Business School

    ¿Qué hacen los buenos directivos? Prioridades de la Alta Dirección

    Skills you'll gain: Talent Management, Business Priorities, Strategic Leadership, Strategic Prioritization, Prioritization, Workforce Development, Business Leadership, Leadership Studies, Organizational Strategy, People Development, Leadership and Management, Business Management, Leadership, Organizational Leadership, Human Capital, Strategic Thinking, Corporate Strategy, Business Strategy, People Management, Persona (User Experience)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    636 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data Manipulation and Transactions in SQL Server

    Skills you'll gain: Transact-SQL, Microsoft SQL Servers, Transaction Processing, Database Management, Relational Databases, SQL, Databases, Database Architecture and Administration, Database Theory, Operational Databases, Database Development, Data Integrity, Data Access, Generative AI, Performance Tuning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    50 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Austral

    Introducción a la Psicología

    Skills you'll gain: Psychology, Gerontology, Psychotherapy, Human Development, Human Learning, Learning Theory, Mental Health Diseases and Disorders, Child Development, Sensory Systems Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    154 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Coaching Conversations

    Skills you'll gain: Employee Coaching, Coaching, Management Training And Development, Constructive Feedback, Gap Analysis, Employee Performance Management, Professional Development, Performance Management, Cognitive flexibility, People Management, Drive Engagement, Employee Engagement, Problem Solving, Follow Through, Leadership and Management, Expectation Management, Growth Mindedness, Empowerment, Accountability, Active Listening

    4.7
    Rating, 4.7 out of 5 stars
    ·
    346 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Economie du sol et de l'immobilier I

    Skills you'll gain: Real Estate, Property and Real Estate, Real Estate Sales, Real Estate Transactions, Return On Investment, Capital Budgeting, Market Dynamics, Financial Analysis, Financial Market, Economics, Investments, Finance, Supply And Demand, Depreciation, Cost Benefit Analysis, Lease Contracts, Competitive Analysis, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    265 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Logistic Regression in R for Public Health

    Skills you'll gain: Logistic Regression, Descriptive Statistics, Exploratory Data Analysis, Regression Analysis, Model Evaluation, Statistical Methods, R Programming, Statistical Modeling, Predictive Modeling, Statistical Analysis, Biostatistics, Statistical Software, Predictive Analytics, Probability & Statistics, R (Software), Public Health, Data Preprocessing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    368 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Estilos de Liderazgo: opciones para avanzar en desafíos complejos

    Skills you'll gain: Community Development, Ethical Standards And Conduct, Strategic Leadership, Team Building, Organizational Leadership, Leadership Development, Complex Problem Solving, Adaptability, Professional Development, Systems Thinking, Leadership, Resourcefulness, Risk Management, Dealing With Ambiguity, Self-Awareness, Emotional Intelligence, Mindfulness, Composure, Stakeholder Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.9K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Modern Data Warehouse Analytics in Microsoft Azure

    Skills you'll gain: Azure Synapse Analytics, Power BI, Databricks, Microsoft Azure, Database Administration, Cloud Services, Data Warehousing, Data Architecture, Cloud Storage, Database Theory, Databases, Dashboard Creation, Analytics, Big Data, Data Visualization Software, Data Integration, Data Storage Technologies, Data Processing, Data Visualization

    4.5
    Rating, 4.5 out of 5 stars
    ·
    135 reviews

    Beginner · Course · 1 - 4 Weeks

1…100101102…316

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

  • Applied Kalman Filtering: University of Colorado System
  • Statistical Thinking for Industrial Problem Solving, presented by JMP: SAS
  • CertNexus Certified Ethical Emerging Technologist: CertNexus
  • Arranging for Songwriters: Berklee
  • ¿Qué hacen los buenos directivos? Prioridades de la Alta Dirección: IESE Business School
  • Data Manipulation and Transactions in SQL Server: Microsoft
  • Introducción a la Psicología: Universidad Austral
  • Coaching Conversations: University of California, Davis
  • Economie du sol et de l'immobilier I: École Polytechnique Fédérale de Lausanne
  • Logistic Regression in R for Public Health: Imperial College London

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
  • Cookies Preference Center
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