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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


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    Duke University

    Renewable Energy and Green Building Entrepreneurship

    Skills you'll gain: Innovation, Entrepreneurship, Team Building, Business Modeling, Environmental Issue, Business Planning, New Business Development, Sustainable Business, Corporate Sustainability, Business Strategies, Sustainable Development, Social Impact, Entrepreneurial Finance, Energy and Utilities, Sustainable Design, Stakeholder Engagement, Case Studies, Market Opportunities

    4.7
    Rating, 4.7 out of 5 stars
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    2.9K reviews

    Beginner · Course · 1 - 3 Months

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    University of Michigan

    Foundational Finance for Strategic Decision Making

    Skills you'll gain: Financial Modeling, Market Data, Financial Statement Analysis, Financial Analysis, Cash Flows, Loans, Financial Statements, Finance, Portfolio Risk, Risk Management, General Finance, Portfolio Management, Return On Investment, Business Valuation, Corporate Finance, Capital Budgeting, Mortgage Loans, Excel Formulas, Equities, Investments

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Michigan

    Climate Solutions

    Skills you'll gain: Climate Change Adaptation, Climate Change Programs, Sustainable Development, Social Justice, Sustainable Systems, Systems Thinking, Social Impact, Environmental Issue, Climate Change Mitigation, Socioeconomics, Community Organizing, Environment and Resource Management, Innovation, Mitigation, Environmental Science, Economics, Policy, and Social Studies, Environmental Resource Management, Sustainability Standards, Social Sciences

    Beginner · Specialization · 3 - 6 Months

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    Sage Publications

    Building and Sustaining Strong Brands

    Skills you'll gain: Brand Strategy, Brand Marketing, Brand Management, Branding, Integrated Marketing Communications, Brand Awareness, Marketing Management, Strategic Marketing, Digital Brand Strategy, Marketing, Marketing Communications, New Product Development, Product Lining, Growth Strategies, Communication Planning, Strategic Communication, Customer Insights, Internal Communications, Auditing

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Algorithms for Searching, Sorting, and Indexing

    Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Computational Thinking, Data Science, Analysis, Probability & Statistics, Python Programming, Verification And Validation

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    544 reviews

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Supervised Machine Learning: Classification

    Skills you'll gain: Classification Algorithms, Supervised Learning, Model Evaluation, Data Preprocessing, Logistic Regression, Machine Learning Algorithms, Decision Tree Learning, Applied Machine Learning, Model Training, Statistical Machine Learning, Predictive Modeling, Business Logic, Machine Learning Methods, Scikit Learn (Machine Learning Library), Data Cleansing, Machine Learning, Regression Analysis, Random Forest Algorithm, Model Optimization, Sampling (Statistics)

    4.8
    Rating, 4.8 out of 5 stars
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    468 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Linux Kernel Programming: Concurrency and Sync

    Skills you'll gain: System Programming, Linux Administration, Embedded Software, Linux, System Software, Linux Commands, Debugging, Linux Servers, Operating Systems, OS Process Management, Scalability, Memory Management, C (Programming Language), Hardware Architecture, Performance Tuning, Software Design, Data Integrity, Data Sharing

    Advanced · Course · 1 - 4 Weeks

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    The Pennsylvania State University

    Epidemics - the Dynamics of Infectious Diseases

    Skills you'll gain: Infectious Diseases, Infection Control, Epidemiology, Public Health and Disease Prevention, Microbiology, Public Health, Immunology, Preventative Care, Social Sciences, Community Health, Medical Science and Research, Biology, Social Network Analysis, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
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    1.7K reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    The GitHub Copilot Handbook

    Skills you'll gain: GitHub Copilot, Model Context Protocol, Prompt Engineering, GitHub, Generative AI Agents, Generative AI, AI Enablement, Integrated Development Environments, Collaborative Software, AI Workflows, Responsible AI, Large Language Modeling, Software Development Tools, LLM Application, Collaboration, Context Engineering, AI Integrations, Software Development Life Cycle, Code Review, Debugging

    Intermediate · Course · 1 - 3 Months

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    Packt

    Testing, Debugging, and Microservices with NestJS

    Skills you'll gain: Microservices, Software Architecture, Systems Architecture, API Gateway, Node.JS, API Testing, Unit Testing, Development Testing, Test Case, Restful API, Debugging, Integration Testing, Software Testing, Scalability, Distributed Computing, Event-Driven Programming, Code Coverage, Application Deployment, Javascript, Performance Improvement

    Intermediate · Course · 1 - 3 Months

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    Universitat Autònoma de Barcelona

    Pre-Calculus

    Skills you'll gain: Trigonometry, Integral Calculus, Calculus, General Mathematics, Arithmetic, Advanced Mathematics, Algebra, Mathematical Theory & Analysis, Applied Mathematics, Graphing, Derivatives, Problem Solving

    4.6
    Rating, 4.6 out of 5 stars
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    574 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Michigan

    Survey Data Collection and Analytics

    Skills you'll gain: Sampling (Statistics), Sample Size Determination, Surveys, Survey Creation, Data Synthesis, Research Methodologies, Statistical Analysis, Data Analysis Software, Data Collection, Statistical Software, Interviewing Skills, Research Design, STATA (Software), R (Software), Data Integration, Data Validation, Data Ethics, Data Analysis, Statistical Programming, R Programming

    4.4
    Rating, 4.4 out of 5 stars
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    1.5K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Renewable Energy and Green Building Entrepreneurship: Duke University
  • Foundational Finance for Strategic Decision Making: University of Michigan
  • Climate Solutions: University of Michigan
  • Building and Sustaining Strong Brands: Sage Publications
  • Algorithms for Searching, Sorting, and Indexing: University of Colorado Boulder
  • Supervised Machine Learning: Classification: IBM
  • Advanced Linux Kernel Programming: Concurrency and Sync: Packt
  • Epidemics - the Dynamics of Infectious Diseases: The Pennsylvania State University
  • The GitHub Copilot Handbook: Packt
  • Testing, Debugging, and Microservices with NestJS: Packt

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