• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Probability Theory

    Probability Theory Courses Online

    Explore probability theory for mathematical modeling. Understand concepts like random variables, independence, and conditional probability.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Probability Theory Course Catalog

    • Status: Preview
      Preview
      T

      The University of Edinburgh

      Fundamentals of Music Theory

      Skills you'll gain: Music Theory, Music, Classical Music, Musical Composition, Instrumental Music

      4.5
      Rating, 4.5 out of 5 stars
      ·
      1.8K reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Statistical Learning for Engineering Part 1

      Skills you'll gain: Supervised Learning, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Statistical Modeling, Data Science, Machine Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Regression Analysis, Statistical Methods, Classification And Regression Tree (CART), Probability & Statistics, Data Processing, Linear Algebra

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Statistical Learning for Engineering Part 2

      Skills you'll gain: Dimensionality Reduction, Reinforcement Learning, Statistical Machine Learning, Machine Learning, Artificial Neural Networks, PyTorch (Machine Learning Library), Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Deep Learning, Statistical Methods, Classification And Regression Tree (CART), Feature Engineering, Data Science, Linear Algebra

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Science Foundations: Statistical Inference

      Skills you'll gain: Probability, Statistical Inference, Statistical Hypothesis Testing, Probability & Statistics, Probability Distribution, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Science, Statistics, Bayesian Statistics, Quantitative Research, Descriptive Statistics, Correlation Analysis

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      323 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Advanced Statistics for Data Science

      Skills you'll gain: Data Visualization, Probability & Statistics, Statistical Hypothesis Testing, Data Analysis, Bayesian Statistics, Statistics, Biostatistics, Linear Algebra, Statistical Analysis, Data Science, Statistical Methods, Regression Analysis, Probability, Statistical Inference, Sampling (Statistics), Probability Distribution, Statistical Modeling, R Programming, Mathematical Modeling, Sample Size Determination

      4.4
      Rating, 4.4 out of 5 stars
      ·
      767 reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Amsterdam

      Basic Statistics

      Skills you'll gain: Statistical Hypothesis Testing, Statistics, Statistical Visualization, Statistical Methods, Statistical Analysis, Data Collection, Histogram, Quantitative Research, Graphing, Scatter Plots, R Programming

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

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      B

      Berklee

      The Singer Songwriter

      Skills you'll gain: File Management, Musical Composition, Music Theory, Music Performance, Music, Instrumental Music, Oral Expression, Media Production, Performing Arts, Automation, System Configuration, Data Import/Export, Creativity, Computer Programming

      4.8
      Rating, 4.8 out of 5 stars
      ·
      4.3K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Geneva

      Investment Management

      Skills you'll gain: Portfolio Management, Investment Management, Financial Market, Risk Management, Investments, Financial Planning, Strategic Decision-Making, Financial Systems, Wealth Management, Asset Management, Environmental Social And Corporate Governance (ESG), Capital Markets, Risk Analysis, Market Dynamics, Performance Measurement, Behavioral Economics, Finance, Equities, Financial Forecasting, Customer Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7.6K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM Deep Learning with PyTorch, Keras and Tensorflow

      Skills you'll gain: PyTorch (Machine Learning Library), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Unsupervised Learning, Artificial Neural Networks, Generative AI, Tensorflow, Applied Machine Learning, Statistical Methods, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Probability & Statistics, Image Analysis, Supervised Learning, Machine Learning, Python Programming, Machine Learning Algorithms, Natural Language Processing

      4.5
      Rating, 4.5 out of 5 stars
      ·
      3.9K reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Introduction to Discrete Mathematics for Computer Science

      Skills you'll gain: Graph Theory, Combinatorics, Computational Logic, Computational Thinking, Probability, Theoretical Computer Science, Logical Reasoning, Deductive Reasoning, Cryptography, Probability & Statistics, Public Key Cryptography Standards (PKCS), Arithmetic, Algorithms, Mathematical Modeling, Network Analysis, Encryption, Data Structures, Mathematical Theory & Analysis, Operations Research, Computer Security

      4.5
      Rating, 4.5 out of 5 stars
      ·
      3.7K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Mathematics for Machine Learning

      Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Probability & Statistics, Integral Calculus, Machine Learning Methods, Statistical Analysis, Statistics, Advanced Mathematics, Jupyter, Machine Learning Algorithms, Data Science, Mathematical Modeling, Applied Mathematics, Geometry, Artificial Neural Networks, Python Programming, Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      15K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      C

      California Institute of the Arts

      Graphic Design

      Skills you'll gain: Typography, Graphic Design, Graphic and Visual Design, Design Elements And Principles, Logo Design, Visual Design, Design, Digital Design, Creative Design, Branding, Photography, Style Guides, Art History, Photo Editing, Color Theory, Adobe InDesign, Storytelling, Design Strategies, Aesthetics, Writing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      22K reviews

      Beginner · Specialization · 3 - 6 Months

    Probability Theory learners also search

    Network Theory
    Queuing Theory
    Physics
    Quantum
    Quantum Physics
    Theoretical Computer Science
    Theory Of Computation
    Quantum Computing
    1…456…170

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

    • Fundamentals of Music Theory: The University of Edinburgh
    • Statistical Learning for Engineering Part 1: Northeastern University
    • Statistical Learning for Engineering Part 2: Northeastern University
    • Data Science Foundations: Statistical Inference: University of Colorado Boulder
    • Advanced Statistics for Data Science: Johns Hopkins University
    • Basic Statistics: University of Amsterdam
    • The Singer Songwriter: Berklee
    • Investment Management: University of Geneva
    • IBM Deep Learning with PyTorch, Keras and Tensorflow: IBM
    • Introduction to Discrete Mathematics for Computer Science: University of California San Diego

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • ECTS Credit Recommendations

    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
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok