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  • 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


  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Semiconductor Physics

    Skills you'll gain: Semiconductors, Electrical Engineering, Materials science, Physics, Electronics Engineering, Electronics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    301 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Real-Time Embedded Systems

    Skills you'll gain: Real-Time Operating Systems, Systems Architecture, Software Architecture, Embedded Software, Software Design, System Design and Implementation, Embedded Systems, Performance Tuning, Systems Analysis, Electronic Hardware, Hardware Design, Electronic Systems, Systems Design, Hardware Architecture, Electrical and Computer Engineering, Requirements Analysis, System Programming, Reliability, Unix, Service Level

    Build toward a degree

    4
    Rating, 4 out of 5 stars
    ·
    123 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Computational Social Science Methods

    Skills you'll gain: Social Network Analysis, Social Sciences, Network Analysis, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Machine Learning, Computational Thinking, Economics, Policy, and Social Studies, Artificial Intelligence, Data Analysis, Social Impact, Simulations, Big Data, Data Collection, Digital Transformation

    4.7
    Rating, 4.7 out of 5 stars
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    356 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Leadership and Team Management

    Skills you'll gain: Delegation Skills, Team Performance Management, Constructive Feedback, Team Building, Change Management, Organizational Change, Team Management, Coaching, Teamwork, Organizational Development, Team Collaboration, Employee Coaching, Team Motivation, Employee Performance Management, Leadership and Management, Accountability Frameworks, Business Transformation, Business Leadership, Communication, Productivity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    176 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Analyse numérique pour ingénieurs

    Skills you'll gain: Numerical Analysis, Engineering Analysis, Matlab, Differential Equations, Linear Algebra, Mathematical Software, Applied Mathematics, Mathematical Modeling, Calculus, Integral Calculus, Mathematical Theory & Analysis, Algorithms, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    109 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    New York Institute of Finance

    Reinforcement Learning for Trading Strategies

    Skills you'll gain: Reinforcement Learning, Recurrent Neural Networks (RNNs), Financial Trading, Deep Learning, Portfolio Management, Machine Learning Methods, Model Training, Artificial Neural Networks, Machine Learning Software, Applied Machine Learning, Model Optimization, Markov Model, Model Evaluation, Risk Management

    3.4
    Rating, 3.4 out of 5 stars
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    251 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Statistics and Data Analysis with Excel

    Skills you'll gain: Pivot Tables And Charts, Sample Size Determination, Interactive Data Visualization, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Data Literacy, Statistical Modeling, Statistical Visualization, Data Presentation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    126 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Molecular Evolution (Bioinformatics IV)

    Skills you'll gain: Bioinformatics, Statistical Methods, Statistical Analysis, Molecular Biology, Graph Theory, Taxonomy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    79 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Integral Calculus and Numerical Analysis for Data Science

    Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Applied Mathematics, Linear Algebra, Probability & Statistics, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    111 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Virginia

    The Economics of AI

    Skills you'll gain: Agentic systems, Generative AI Agents, Economics, Policy, and Social Studies, Economics, Artificial Intelligence, Economic Development, AI literacy, Socioeconomics, Public Policies, Automation, Labor Relations, Market Dynamics, Growth Strategies, Policy Analysis, Innovation, Production Process

    4.5
    Rating, 4.5 out of 5 stars
    ·
    93 reviews

    Advanced · Course · 1 - 3 Months

  • 2

    28DIGITAL

    Quantitative Formal Modeling and Worst-Case Performance Analysis

    Skills you'll gain: Graph Theory, Model Evaluation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    44 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Linear Models for Data Science 1: Least Squares

    Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Statistical Methods, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
    ·
    192 reviews

    Advanced · Course · 1 - 3 Months

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

  • Semiconductor Physics: University of Colorado Boulder
  • Real-Time Embedded Systems: University of Colorado Boulder
  • Computational Social Science Methods: University of California, Davis
  • Leadership and Team Management: Packt
  • Analyse numérique pour ingénieurs: École Polytechnique Fédérale de Lausanne
  • Reinforcement Learning for Trading Strategies: New York Institute of Finance
  • Statistics and Data Analysis with Excel: Macquarie University
  • Molecular Evolution (Bioinformatics IV): University of California San Diego
  • Integral Calculus and Numerical Analysis for Data Science: University of Colorado Boulder
  • The Economics of AI: University of Virginia

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