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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
    L

    Lund University

    Urban Nature: Connecting Cities, Sustainability and Innovation

    Skills you'll gain: Climate Change Adaptation, Sustainable Development, Environmental Issue, Sustainable Design, Sustainable Business, Governance, Systems Thinking, Environmental Science, Climate Change Mitigation, Case Studies, Business Modeling, Stakeholder Engagement, Cross-Functional Collaboration, Project Finance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    481 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Alberta

    Astro 101: Black Holes

    Skills you'll gain: Physics, electromagnetics, Scientific Methods, Mechanics, Science and Research, General Science and Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Data Science Essentials: Analysis, Statistics, and ML

    Skills you'll gain: Plotly, Model Evaluation, NumPy, Statistical Methods, Probability & Statistics, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Database Development, Statistical Analysis, Regression Analysis, Dashboard Creation, Data Manipulation, Python Programming, Applied Machine Learning, Probability, Data Science, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    30 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Financial Risk Management with R

    Skills you'll gain: Risk Modeling, Portfolio Risk, Financial Market, Risk Management, Market Data, Risk Analysis, Probability Distribution, R (Software), Financial Data, Return On Investment, R Programming, Portfolio Management, Statistical Programming, Financial Analysis, Securities (Finance), Equities, Time Series Analysis and Forecasting, Statistical Modeling, Data Access

    4.3
    Rating, 4.3 out of 5 stars
    ·
    257 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    How to Describe Data

    Skills you'll gain: Histogram, Data Literacy, Data Presentation, Data Collection, Descriptive Statistics, Statistics, Data Analysis, Statistical Visualization, Plot (Graphics), Probability & Statistics, Statistical Reporting, Sampling (Statistics), Research, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Artificial Intelligence Ethics in Action

    Skills you'll gain: Responsible AI, Data Ethics, OpenAI, Artificial Intelligence, Large Language Modeling, Analytical Skills, Analysis, Game Theory, Generative AI, Predictive Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    369 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Calculus through Data & Modelling: Series and Integration

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Numerical Analysis, Mathematical Modeling, Mathematical Software, Exploratory Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    58 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data Structures and Algorithms

    Skills you'll gain: Graph Theory, Data Structures, Microsoft Copilot, .NET Framework, Algorithms, Back-End Web Development, Performance Tuning, Scalability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI: Business Transformation and Career Growth

    Skills you'll gain: Generative AI, Leadership and Management, AI Enablement, Business Leadership, Strategic Leadership, Content Creation, Market Opportunities, AI Integrations, Business Transformation, New Business Development, Content Development and Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    272 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Understanding and Strengthening Health Systems

    Skills you'll gain: Advocacy, Health Systems, Health Policy, Health Care Administration, Community Health, Policy Development, Primary Care, Health Care, Public Health, Health Administration, Healthcare Industry Knowledge, Community Organizing, Health Disparities, Systems Thinking, Policy Analysis, Governance, Training Programs, Pharmaceuticals, Education and Training

    4.6
    Rating, 4.6 out of 5 stars
    ·
    355 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Berklee

    Songwriting: Writing the Music

    Skills you'll gain: Music Theory, Music, Musical Composition, Storytelling, Writing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    70 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    Y

    Yonsei University

    Understanding Korean Politics

    Skills you'll gain: Political Sciences, Policy Analysis, Economic Development, Social Sciences, International Relations, Policy Development, Public Policies, Diplomacy, Economics, Governance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    278 reviews

    Beginner · Course · 1 - 3 Months

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

  • Urban Nature: Connecting Cities, Sustainability and Innovation: Lund University
  • Astro 101: Black Holes: University of Alberta
  • Data Science Essentials: Analysis, Statistics, and ML: Packt
  • Financial Risk Management with R: Duke University
  • How to Describe Data: University of Michigan
  • Artificial Intelligence Ethics in Action: LearnQuest
  • Calculus through Data & Modelling: Series and Integration: Johns Hopkins University
  • Data Structures and Algorithms: Microsoft
  • Generative AI: Business Transformation and Career Growth: IBM
  • Understanding and Strengthening Health Systems: Johns Hopkins University

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