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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 Washington

    Machine Learning: Classification

    Skills you'll gain: Classification Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Model Training, Logistic Regression, Supervised Learning, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Model Evaluation, Text Mining, Machine Learning Algorithms, Feature Engineering, Data Cleansing, Scalability, Model Optimization, Risking, Machine Learning, Natural Language Processing, Probability & Statistics

    4.7 stars, 3.7K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (3.7K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Expressway to Data Science: Essential Math

    Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Applied Mathematics, Data Science, Graphing, General Mathematics, Data Analysis, Statistical Methods, Mathematical Theory & Analysis, Derivatives, Probability & Statistics

    4.5 stars, 487 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (487) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Digital Learning Design & Instructional Tech Foundations

    Skills you'll gain: Instructional and Curriculum Design, Needs Assessment, Education Software and Technology, Instructional Design, Education and Training, Diversity and Inclusion, Learning Theory, Training and Development, Instructional Strategies, People Development, Educational Materials, Pedagogy, Curriculum Development, Systems Analysis, Job Analysis, Process Analysis, Adult Education, Emerging Technologies, Data Ethics, Change Management

    4.5 stars, 3K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (3K) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sage Publications

    Statistical Analysis in Psychological Research

    Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Correlation Analysis, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Statistical Inference, Statistics, Science and Research, Sampling (Statistics), Data Analysis, Experimentation, Psychology, Research, Probability, Probability Distribution, Graphing

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    GitLab

    How to Manage a Remote Team

    Skills you'll gain: Telecommuting, Management Training And Development, Team Performance Management, Virtual Teams, Team Management, Human Resources Management and Planning, Culture Transformation, Strategic Leadership, Performance Metric, Leadership and Management, Staff Management, Team Leadership, Organizational Change, Organizational Development, Organizational Strategy, Business Transformation, Organizational Leadership, Team Building, Collaboration, Business Strategy

    4.8 stars, 1K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (1K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Chris Croft Training

    Cognitive Bias at Work: Make Better Decisions

    Skills you'll gain: Decision Making, Decision Intelligence, Business Leadership, Strategic Decision-Making, Decisiveness, Organizational Leadership, Critical Thinking and Problem Solving, Data-Driven Decision-Making, Leadership and Management, Strategic Leadership, Leadership, Strategic Thinking, Critical Thinking, Cognitive Behavioral Therapy, Team Leadership, Independent Thinking, Cognitive flexibility, Initiative and Leadership, Thought Leadership, Creative Thinking

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    New York Institute of Finance

    Operational Risk Management: Frameworks & Strategies

    Skills you'll gain: Operational Risk, Risk Management Framework, Risk Management, Operational Analysis, Risk Modeling, Governance Risk Management and Compliance, Risk Appetite, Risk Control, Governance, Risk Analysis, Regulatory Requirements

    4.6 stars, 443 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (443) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Berklee

    Musicianship: Tensions, Harmonic Function, and Modal Interchange

    Skills you'll gain: Musical Composition, Music, Music Performance, Music Theory, Instrumental Music

    4.9 stars, 405 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (405) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    NetSuite for Consultants

    Skills you'll gain: Project Implementation, Requirements Elicitation, Requirements Analysis, Business Requirements, Enterprise Resource Planning, System Implementation, Functional Requirement, Business Analysis, Ledgers (Accounting), Software Development Methodologies, Middleware, Data Migration, Solution Delivery, Program Implementation, Transaction Processing, Project Planning, Business Workflow Analysis, Financial Reporting, Dashboard, Financial Management

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • S

    Sage Publications

    Developing Your Communication Skills in Social Work

    Skills you'll gain: Active Listening, Professionalism, Emotional Intelligence, Cultural Responsiveness, Social Skills, Communication, Communication Strategies, Interpersonal Communications, Social Work, Empathy, Self-Awareness, Patient Communication, Trustworthiness, Verbal Communication Skills, Ethical Standards And Conduct, Rapport Building, Conflict Management, Assertiveness, Psychosocial Assessments, Client Services

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Colorado System

    Fundamentals of Global Energy Business

    Skills you'll gain: Petroleum Industry, Energy and Utilities, Oil and Gas, Market Dynamics, Strategic Thinking, Business Strategy, Business Analysis, Business Economics, Supply And Demand, Stakeholder Analysis, Stakeholder Engagement, Business Analytics, Economics, Stakeholder Management, Business Analysis Tools, Political Sciences, Resource Utilization, Environment and Resource Management, Natural Resource Management, Emerging Technologies

    4.6 stars, 509 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (509) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Toronto

    State Estimation and Localization for Self-Driving Cars

    Skills you'll gain: Global Positioning Systems, Estimation, Robotics, Mathematical Modeling, Applied Mathematics, Linear Algebra

    4.7 stars, 842 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (842) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular probability theory courses

  • Machine Learning: Classification: University of Washington
  • Expressway to Data Science: Essential Math: University of Colorado Boulder
  • Digital Learning Design & Instructional Tech Foundations: University of Illinois Urbana-Champaign
  • Statistical Analysis in Psychological Research: Sage Publications
  • How to Manage a Remote Team: GitLab
  • Cognitive Bias at Work: Make Better Decisions: Chris Croft Training
  • Operational Risk Management: Frameworks & Strategies: New York Institute of Finance
  • Musicianship: Tensions, Harmonic Function, and Modal Interchange: Berklee
  • NetSuite for Consultants: Packt
  • Developing Your Communication Skills in Social Work: Sage Publications

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