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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


  • U

    University of Illinois Urbana-Champaign

    Learning Technologies Foundations and Applications

    Skills you'll gain: Education Software and Technology, Learning Theory, Instructional Design, Learning Management Systems, Digital pedagogy, Technology Solutions, Disabilities, Human Computer Interaction, Emerging Technologies, Electronic Media, Gerontology

    4.5
    Rating, 4.5 out of 5 stars
    ·
    195 reviews

    Mixed · Course · 1 - 3 Months

  • S

    Shanghai Jiao Tong University

    离散数学

    Skills you'll gain: Combinatorics, Graph Theory, Data Structures, Algorithms, Logical Reasoning, Theoretical Computer Science, Computational Thinking, Computer Science, Applied Mathematics, Network Model, Deductive Reasoning, Computational Logic, Network Analysis, Advanced Mathematics, Analytical Skills, Arithmetic, Applied Machine Learning, Probability

    4.3
    Rating, 4.3 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Algebra and Differential Calculus for Data Science

    Skills you'll gain: Algebra, Calculus, Graphing, Applied Mathematics, Data Science, Derivatives, Numerical Analysis, Mathematical Theory & Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    264 reviews

    Intermediate · Course · 1 - 3 Months

  • 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, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Applied Machine Learning, Markov Model, Portfolio Risk, Financial Market, Time Series Analysis and Forecasting, Risk Management

    3.5
    Rating, 3.5 out of 5 stars
    ·
    248 reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Differential Calculus through Data and Modeling

    Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Estimation, Graphing, Mathematical Modeling, Numerical Analysis, Algebra, Mathematical Software, Engineering Calculations, Linear Algebra, Trigonometry, Operations Research, Data Analysis, Graphical Tools, Derivatives, Mathematical Theory & Analysis, Geometry

    4.8
    Rating, 4.8 out of 5 stars
    ·
    390 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    Universidad de los Andes

    Introducción a la ciencia de datos aplicada

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Data Science, Jupyter, Data Analysis, Business Analytics, Statistical Analysis, Probability & Statistics, Python Programming, Descriptive Statistics, Data Modeling, Statistical Modeling, Design Thinking

    4.7
    Rating, 4.7 out of 5 stars
    ·
    446 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Peking University

    社会调查与研究方法 (上)Methodologies in Social Research (Part I)

    Skills you'll gain: Research Methodologies, Surveys, Research Design, Experimentation, Research, Social Sciences, Scientific Methods, Data Collection, Qualitative Research, Sociology, Sample Size Determination, Probability & Statistics, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
    ·
    52 reviews

    Mixed · Course · 1 - 3 Months

  • S

    Skillshare

    AI for Business: Branding, Creative Content, and Marketing

    Skills you'll gain: AI Workflows, Copywriting, Education Software and Technology, Motion Graphics, Blogs, AI Product Strategy, Graphic and Visual Design, Scripting, Color Theory, Target Audience, Creativity, Writing and Editing, Social Media Content, Typography, Marketing, Business Research

    3.8
    Rating, 3.8 out of 5 stars
    ·
    57 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    UNSW Sydney (The University of New South Wales)

    Designing the Future of Work

    Skills you'll gain: Design Thinking, Business Transformation, Workforce Development, Strategic Thinking, Automation, Digital Transformation, Human Centered Design, Emerging Technologies, Innovation, Business Process Automation, Forecasting, Organizational Change

    4.7
    Rating, 4.7 out of 5 stars
    ·
    320 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Manchester

    Managing Responsibly: Practicing Sustainability, Responsibility and Ethics

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Business Ethics, Environmental Social And Corporate Governance (ESG), Sustainable Development, Intercultural Competence, Ethical Standards And Conduct, Team Oriented, Decision Making, Cultural Diversity, Systems Thinking, Stakeholder Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    683 reviews

    Mixed · Course · 1 - 3 Months

  • E

    ESSEC Business School

    The Fundamentals of Revenue Management: The Cornerstone of Revenue Strategy

    Skills you'll gain: Revenue Management, Forecasting, Budgeting, Hospitality, Financial Forecasting, Hotel Operations, Strategic Marketing, Target Market, Market Dynamics, Consumer Behaviour, Competitive Analysis, Data-Driven Decision-Making

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.1K reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Razonamiento artificial

    Skills you'll gain: Bayesian Network, Computational Logic, Markov Model, Artificial Intelligence, Game Theory, Theoretical Computer Science, Logical Reasoning, Python Programming, Deductive Reasoning, Reinforcement Learning, Probability, Verification And Validation, Decision Tree Learning, Algorithms, Probability Distribution

    4.1
    Rating, 4.1 out of 5 stars
    ·
    114 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Learning Technologies Foundations and Applications: University of Illinois Urbana-Champaign
  • 离散数学: Shanghai Jiao Tong University
  • Algebra and Differential Calculus for Data Science: University of Colorado Boulder
  • Reinforcement Learning for Trading Strategies: New York Institute of Finance
  • Differential Calculus through Data and Modeling: Johns Hopkins University
  • Introducción a la ciencia de datos aplicada: Universidad de los Andes
  • 社会调查与研究方法 (上)Methodologies in Social Research (Part I): Peking University
  • AI for Business: Branding, Creative Content, and Marketing: Skillshare
  • Designing the Future of Work: UNSW Sydney (The University of New South Wales)
  • Managing Responsibly: Practicing Sustainability, Responsibility and Ethics: University of Manchester

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