• 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


  • J

    Johns Hopkins University

    Foundations for Active Learning in STEM Courses

    Skills you'll gain: Cooperation, Interactive Learning, Education Software and Technology, Student Engagement, Pedagogy, Education and Training, Instructional Strategies, Learning Theory, Student-Centred Learning, Collaboration, Teamwork, Mathematics Education, Digital pedagogy, Professional Development, Problem Solving, Project Design, Critical Thinking, Analysis

    ★ 4.8 (13) · Beginner · Course · 1 - 3 Months

  • U

    University of California, Irvine

    English for Effective Business Communications

    Skills you'll gain: English Language, Marketing, Language Competency, Business, Vocabulary, Telecommuting, Human Resources, People Management, Leadership and Management, Human Resource Management, Marketing Management, Business Communication, Recruitment, Promotional Strategies, Grammar

    ★ 4.7 (122) · Mixed · Course · 1 - 4 Weeks

  • A

    Alfaisal University | KLD

    القيادة المتناقضة كأسلوب تفكير

    Skills you'll gain: Creative Problem-Solving, Cognitive flexibility, Innovation, Leadership Studies, Organizational Leadership, Leadership, Leadership Development, Thought Leadership, Adaptability, Dealing With Ambiguity, Leadership and Management, Organizational Effectiveness, Decision Making

    ★ 4.8 (29) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Python for Data Science: Real Projects & Analytics

    Skills you'll gain: Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Statistical Programming, Histogram, Statistical Analysis, Database Application, Database Software, Integrated Development Environments, Python Programming

    ★ 4.6 (34) · Beginner · Specialization · 3 - 6 Months

  • Y

    Yonsei University

    Disaster Risk Management and Korean Policies

    Skills you'll gain: Disaster Recovery, Mitigation, Public Safety and National Security, Risk Management Framework, Emergency Response, Geospatial Information and Technology, Policty Analysis, Research, and Development, Policy Development, Public Policies, Spatial Data Analysis, Social Studies, Systems Thinking, Governance, Case Studies

    ★ 4.7 (91) · Intermediate · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Machine Learning Essentials

    Skills you'll gain: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Statistical Modeling, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Predictive Modeling, Probability & Statistics, Bayesian Statistics, Dimensionality Reduction, Statistical Hypothesis Testing, Model Optimization, Feature Engineering

    ★ 5 (6) · Intermediate · Course · 1 - 4 Weeks

  • H

    High Tech High Graduate School of Education

    How To Teach Us

    Skills you'll gain: Student-Centred Learning, Interactive Learning, Education and Training, Student Engagement, Pedagogy, Teaching, Differentiated Instruction, Collaboration, Curriculum Planning, Scheduling, Learning Theory, Drive Engagement, Human Learning, Project Design, Discussion Facilitation, Presentations

    ★ 4.3 (45) · Mixed · Course · 1 - 4 Weeks

  • Q

    Queen Mary University of London

    Analysis and Interpretation of Data

    Skills you'll gain: Analytics, Data Analysis, Digital Brand Strategy, Digital Analysis, Statistical Analysis, Correlation Analysis, Quantitative Research, Regression Analysis, Content Performance Analysis, Marketing Analytics, Data Quality, Probability & Statistics, Statistical Methods, Exploratory Data Analysis, Logistic Regression, Market Research, Return On Investment

    ★ 4.6 (19) · Beginner · Course · 1 - 4 Weeks

  • U

    Universiteit Leiden

    Population Health: Responsible Data Analysis

    Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Analysis, Statistical Analysis, Descriptive Analytics, R (Software), Descriptive Statistics, Statistical Methods, Sampling (Statistics), Analysis, Probability & Statistics, Data Ethics, Data Collection, Analytical Skills, Medical Privacy, Exploratory Data Analysis, Statistical Reporting, Logistic Regression

    ★ 4.6 (45) · Beginner · Course · 1 - 3 Months

  • A

    American Psychological Association

    Basic Inferential Statistics for Psychology

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Probability & Statistics, Statistical Methods, Probability Distribution, Statistical Reporting, Statistical Analysis, Quantitative Research, Statistical Software, Correlation Analysis, Sampling (Statistics), Statistical Inference, Statistics, Data Analysis, Analysis, Descriptive Statistics, Probability, Scientific Methods, Regression Analysis, Psychology

    Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Integrate Generative AI Into Your Data Workflow

    Skills you'll gain: Generative AI, Data Analysis, Model Training, Data-Driven Marketing, Data Wrangling, Customer Relationship Management (CRM) Software, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Data Science, Data Processing

    ★ 4.2 (13) · Beginner · Specialization · 1 - 4 Weeks

  • U

    University of Michigan

    Human Capital: Strategic HR and Managing Talent

    Skills you'll gain: Human Capital, Human Resources Management and Planning, Human Resource Strategy, Human Resources, Organizational Change, Change Management, Talent Management, Organizational Strategy, HR Tech, Crisis Management, Strategic Leadership, Talent Acquisition, Workforce Development, Team Building, Team Management, Leadership Development, People Analytics, Talent Recruitment, Leadership, Cultural Diversity

    ★ 4.8 (45) · Intermediate · Course · 1 - 4 Weeks

1…160161162…284

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

  • Foundations for Active Learning in STEM Courses: Johns Hopkins University
  • English for Effective Business Communications: University of California, Irvine
  • القيادة المتناقضة كأسلوب تفكير: Alfaisal University | KLD
  • Python for Data Science: Real Projects & Analytics: EDUCBA
  • Disaster Risk Management and Korean Policies: Yonsei University
  • Machine Learning Essentials: University of Pennsylvania
  • How To Teach Us: High Tech High Graduate School of Education
  • Analysis and Interpretation of Data: Queen Mary University of London
  • Population Health: Responsible Data Analysis: Universiteit Leiden
  • Basic Inferential Statistics for Psychology: American Psychological Association

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