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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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    B

    Birla Institute of Technology & Science, Pilani

    Introduction to Machine Learning

    Skills you'll gain: Supervised Learning, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Machine Learning Algorithms, Statistical Machine Learning, Predictive Modeling, Model Training, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Regression Analysis, Bayesian Statistics, Artificial Intelligence and Machine Learning (AI/ML), Logistic Regression, Classification Algorithms, Decision Tree Learning, Model Optimization, Data Preprocessing, Probability & Statistics

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Mastering Data Analysis in Excel

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Microsoft Excel, Excel Formulas, Classification Algorithms, Data-Driven Decision-Making, Business Analytics, Financial Forecasting, Data Analysis, Model Evaluation, Business Risk Management, Data Literacy

    4.2
    Rating, 4.2 out of 5 stars
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    4K reviews

    Beginner · Course · 1 - 3 Months

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    University of Geneva

    Investment Management

    Skills you'll gain: Portfolio Management, Wealth Management, Risk Management, Financial Systems, Investment Management, Financial Market, Portfolio Risk, Capital Markets, Risk Analysis, Risk Modeling, Investments, Asset Management, Performance Measurement, Market Dynamics, Environmental Social And Corporate Governance (ESG), Financial Planning, Securities (Finance), Risk Appetite, Finance, Equities

    4.7
    Rating, 4.7 out of 5 stars
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    7.8K reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of California, Santa Cruz

    C, Go, and C++: A Comprehensive Introduction to Programming

    Skills you'll gain: C++ (Programming Language), Go (Programming Language), File I/O, Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Software Design Patterns, Debugging, Computer Programming, Unit Testing, C (Programming Language), Software Design, Program Development, Algorithms, Graph Theory, Software Testing, Code Reusability, Memory Management, C and C++

    4.5
    Rating, 4.5 out of 5 stars
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    9.6K reviews

    Intermediate · Specialization · 3 - 6 Months

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    The University of Sydney

    Introduction to Calculus

    Skills you'll gain: Calculus, Integral Calculus, Algebra, Geometry, Trigonometry, Derivatives, Graphing

    4.8
    Rating, 4.8 out of 5 stars
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    4K reviews

    Intermediate · Course · 1 - 3 Months

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    S

    Sage Publications

    Analyzing and Visualizing Political Data with SPSS

    Skills you'll gain: SPSS (Software), Plot (Graphics), SPSS, Data Visualization, Correlation Analysis, Statistical Visualization, Descriptive Statistics, Histogram, Data Visualization Software, Scatter Plots, Data Literacy, Statistical Reporting, Data Presentation, Statistical Software, Probability & Statistics, Political Sciences, Exploratory Data Analysis, Data Analysis, Statistical Inference, International Relations

    Beginner · Course · 1 - 3 Months

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    John Wiley & Sons

    Gameplay Mechanics and Interactive Systems in Game Design

    Skills you'll gain: Game Design, Video Game Development, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, UI Components, Animation and Game Design, Interactive Design, Interaction Design, Experience Design, User Experience, Systems Design, Human Factors, Augmented and Virtual Reality (AR/VR), Storytelling, Game Theory

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Minnesota

    Software Testing and Automation

    Skills you'll gain: Open Web Application Security Project (OWASP), Cucumber (Software), Software Testing, Selenium (Software), Gherkin (Scripting Language), JUnit, Verification And Validation, Test Automation, Unit Testing, Security Testing, Regression Testing, Test Case, Software Development Tools, Testability, White-Box Testing, Behavior-Driven Development, Code Coverage, Performance Testing, Development Testing, Test Engineering

    4.2
    Rating, 4.2 out of 5 stars
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    1K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Sage Publications

    Foundations of Global Human Resource Management

    Skills you'll gain: Compensation Management, Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Compensation Analysis, Diversity Awareness, Human Resources, International Relations, Labor Relations, Human Capital, Labor Compliance, Employee Relations, Human Resource Policies, Labor Law, Cultural Diversity, Human Resources Management and Planning, Human Resource Strategy, Compensation Strategy, Business Management, Resource Management, Business Communication

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    D

    DeepLearning.AI

    Applied Statistics for Data Analytics

    Skills you'll gain: Probability & Statistics, Statistical Analysis, Statistics, Data Literacy, Data Visualization, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Analytics, Statistical Methods, Histogram, Plot (Graphics), Probability, Simulations, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Sampling (Statistics)

    4.8
    Rating, 4.8 out of 5 stars
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    63 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Alberta

    Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Machine Learning, Sampling (Statistics), Machine Learning Algorithms, Artificial Intelligence, Deep Learning, Systems Development, Simulations, Solution Architecture, Agentic systems, Feature Engineering, Model Training, Markov Model, Decision Intelligence, Supervised Learning, Algorithms, Model Evaluation, Applied Machine Learning, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Project Management

    Skills you'll gain: User Story, Engineering Management, Stakeholder Analysis, Project Scoping, Team Leadership, Team Management, Scope Management, Agile Project Management, Scrum (Software Development), Team Performance Management, Sprint Planning, Risk Management, Agile Methodology, Project Planning, Stakeholder Management, Leadership and Management, Team Building, Project Management, Budget Management, Stakeholder Communications

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    1.6K reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Introduction to Machine Learning: Birla Institute of Technology & Science, Pilani
  • Mastering Data Analysis in Excel: Duke University
  • Investment Management: University of Geneva
  • C, Go, and C++: A Comprehensive Introduction to Programming: University of California, Santa Cruz
  • Introduction to Calculus: The University of Sydney
  • Analyzing and Visualizing Political Data with SPSS: Sage Publications
  • Gameplay Mechanics and Interactive Systems in Game Design: John Wiley & Sons
  • Software Testing and Automation: University of Minnesota
  • Foundations of Global Human Resource Management: Sage Publications
  • Applied Statistics for Data Analytics: DeepLearning.AI

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