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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
    É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing 2: Filtering

    Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Telecommunications, Numerical Analysis, Systems Analysis, Jupyter

    4.7
    Rating, 4.7 out of 5 stars
    ·
    198 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Rochester

    The Power of Markets III: Input Markets and Promoting Efficiency

    Skills you'll gain: Market Dynamics, Supply And Demand, Economics, Policy, and Social Studies, Economics, Business Economics, Policy Analysis, Research, and Development, Social Sciences, Public Policies, Market Analysis, Competitive Analysis, Consumer Behaviour, Business Strategy, Game Theory

    4.9
    Rating, 4.9 out of 5 stars
    ·
    42 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Control of Nonlinear Spacecraft Attitude Motion

    Skills you'll gain: Control Systems, Torque (Physics), Mathematical Modeling, Numerical Analysis, Linear Algebra, Differential Equations, Systems Analysis, Engineering Analysis, Applied Mathematics, Mechanics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    71 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Leeds

    Exploratory Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Data Cleansing, Statistical Visualization, Plot (Graphics), Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Statistical Software, Probability & Statistics, Statistical Inference, R Programming, Descriptive Statistics, Data Preprocessing, Box Plots, Data Visualization Software, Histogram, Probability, Probability Distribution

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    El liderazgo del director de proyectos

    Skills you'll gain: Negotiation, Team Management, Team Performance Management, Emotional Intelligence, Team Building, Leadership, Leadership Studies, Management Training And Development, Leadership and Management, Team Leadership, Leadership Development, People Development, Conflict Management, Interpersonal Communications, Communication, Communication Strategies, Project Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    303 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Amsterdam

    Reclaiming the Street for Livable Urban Spaces

    Skills you'll gain: Community Organizing, Systems Thinking, Culture Transformation, Advocacy, Transportation Operations, Change Management, Community Development, Sustainable Development, Social Impact, Social Sciences, Organizational Change, Economics, Policy, and Social Studies, Innovation, Policy Analysis, Public Affairs, Community Outreach, Public Policies, Experimentation

    4.7
    Rating, 4.7 out of 5 stars
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    86 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Relational Database Design

    Skills you'll gain: Database Design, Relational Databases, Database Theory, Database Systems, Data Modeling, Unified Modeling Language, Database Management, Databases, Data Integrity, Diagram Design, Enterprise Modeling, Dependency Analysis, Conceptual Design, Design Strategies

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Model Diagnostics and Remedial Measures

    Skills you'll gain: Model Evaluation, Regression Analysis, Verification And Validation, Feature Engineering, Plot (Graphics), Statistical Methods, Statistical Modeling, Scatter Plots, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Time Series Analysis and Forecasting, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of California, Irvine

    Inicio y planificación de proyectos

    Skills you'll gain: Project Planning, Stakeholder Engagement, Conflict Management, Stakeholder Management, Planning, Project Management, Project Scoping, Work Breakdown Structure, Stakeholder Analysis, Project Documentation, Stakeholder Communications, Leadership and Management, Influencing, Organizational Structure

    4.8
    Rating, 4.8 out of 5 stars
    ·
    725 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SAS

    SAS Machine Learning Engineer

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Classification And Regression Tree (CART), Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Model Training, Supervised Learning, Decision Tree Learning, Probability & Statistics, Data Processing, Machine Learning Software, Statistical Software, Machine Learning Methods, Workflow Management, Machine Learning, Correlation Analysis, Applied Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    105 reviews

    Advanced · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    Plant Bioinformatics

    Skills you'll gain: Bioinformatics, Network Analysis, Informatics, Data Visualization Software, Scientific Visualization, Network Model, Data Analysis Software, Data Mining, Exploratory Data Analysis, Analysis, Interactive Data Visualization, Databases

    4.8
    Rating, 4.8 out of 5 stars
    ·
    254 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Calculating Descriptive Statistics in R

    Skills you'll gain: Descriptive Statistics, Data Analysis, Exploratory Data Analysis, Quantitative Research, R Programming, Statistical Analysis, Histogram, R (Software), Statistical Methods, Statistical Programming, Probability & Statistics, Descriptive Analytics, Statistics, Statistical Software, Data Science

    4.8
    Rating, 4.8 out of 5 stars
    ·
    52 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Digital Signal Processing 2: Filtering: École Polytechnique Fédérale de Lausanne
  • The Power of Markets III: Input Markets and Promoting Efficiency: University of Rochester
  • Control of Nonlinear Spacecraft Attitude Motion: University of Colorado Boulder
  • Exploratory Data Analysis: University of Leeds
  • El liderazgo del director de proyectos: Tecnológico de Monterrey
  • Reclaiming the Street for Livable Urban Spaces: University of Amsterdam
  • Relational Database Design: Illinois Tech
  • Model Diagnostics and Remedial Measures: Illinois Tech
  • Inicio y planificación de proyectos: University of California, Irvine
  • SAS Machine Learning Engineer: SAS

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