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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
    Free
    P

    Princeton University

    Algorithms, Part I

    Skills you'll gain: Data Structures, Algorithms, Java, Performance Testing, Computer Programming, Java Programming, Theoretical Computer Science, Object Oriented Programming (OOP)

    4.9
    Rating, 4.9 out of 5 stars
    ·
    12K reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Algorithms for Searching, Sorting, and Indexing

    Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Programming Principles, Pseudocode, Computational Thinking, Data Science, Analysis, Big Data, Probability & Statistics, Python Programming

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    533 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Neural Networks and PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Statistical Methods, Logistic Regression, Tensorflow, Artificial Neural Networks, Probability & Statistics, Regression Analysis, Model Evaluation, Data Preprocessing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    1.9K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Build and Apply Angular Applications with Ionic

    Skills you'll gain: Angular, Scalability, Application Development, Mobile Development, Web Applications, Cross Platform Development, Development Environment, UI Components, Software Architecture, TypeScript, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML)

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply R Techniques for Telecom Customer Churn Prediction

    Skills you'll gain: Feature Engineering, Data Preprocessing, Applied Machine Learning, Model Evaluation, R Programming, Data Transformation, Data Manipulation, Data Cleansing, Predictive Modeling, Predictive Analytics, Supervised Learning, Classification Algorithms, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    J

    John Wiley & Sons

    Strategic Doing: Mastering Agile Leadership Skills

    Skills you'll gain: Strategic Leadership, Strategic Prioritization, Leadership, Leadership Development, Drive Engagement, Prioritization, Agile Methodology, Meeting Facilitation, Collaboration, Team Building, Decision Making, Organizational Change, Smart Goals, Adaptability, Strategic Planning, Innovation, Continuous Improvement Process, Change Management, Resource Utilization

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    A

    American Museum of Natural History

    Ecology: Ecosystem Dynamics and Conservation

    Skills you'll gain: Environment, Systems Thinking, Environmental Science, Natural Resource Management, Environmental Resource Management, Biology, Sustainable Development, Environmental Engineering and Restoration, Case Studies, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3.4K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Certified Project Manager

    Skills you'll gain: Stakeholder Engagement, Project Management Life Cycle, Resource Management, Risk Management, Earned Value Management, Stakeholder Management, Project Risk Management, Team Motivation, Project Schedules, Project Management Institute (PMI) Methodology, Project Management, Negotiation, Project Planning, Leadership and Management, Risk Mitigation, Active Listening, Leadership, Systems Development Life Cycle, Agile Project Management, Cost Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    884 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free
    Free
    P

    Princeton University

    Computer Science: Programming with a Purpose

    Skills you'll gain: Programming Principles, Computer Programming, Object Oriented Programming (OOP), Performance Tuning, Data Structures, Java Programming, Java, Program Development, File I/O, Computational Thinking, Computer Science, Algorithms, Animations, Debugging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Lausanne

    Challenging Forensic Science: How Science Should Speak to Court

    Skills you'll gain: Criminal Investigation and Forensics, Statistical Reporting, Court Systems, Legal Proceedings, Laboratory Reports, Scientific Methods, Statistical Analysis, Probability & Statistics, Research, Technical Communication, Case Studies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    531 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Modern Project Leadership: Agile, AI, and Beyond

    Skills you'll gain: Project Risk Management, Workflow Management, Business Workflow Analysis, Risk Management, Strategic Thinking, Team Leadership, Agile Project Management, Team Management, Leadership and Management, Collaborative Software, Project Management, Innovation, Agile Software Development, Process Improvement, Strategic Decision-Making, Change Management, Artificial Intelligence, Adaptability, Digital Transformation, Communication

    4.6
    Rating, 4.6 out of 5 stars
    ·
    517 reviews

    Intermediate · Specialization · 1 - 3 Months

  • 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, Business Risk Management, Risk Modeling, Enterprise Risk Management (ERM), Risk Appetite, Risk Control, Governance, Risk Analysis, Key Performance Indicators (KPIs), Regulatory Requirements, Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    430 reviews

    Beginner · Course · 1 - 3 Months

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

  • Algorithms, Part I: Princeton University
  • Algorithms for Searching, Sorting, and Indexing: University of Colorado Boulder
  • Introduction to Neural Networks and PyTorch: IBM
  • Build and Apply Angular Applications with Ionic: EDUCBA
  • Apply R Techniques for Telecom Customer Churn Prediction: EDUCBA
  • Strategic Doing: Mastering Agile Leadership Skills: John Wiley & Sons
  • Ecology: Ecosystem Dynamics and Conservation: American Museum of Natural History
  • Certified Project Manager: SkillUp
  • Computer Science: Programming with a Purpose: Princeton University
  • Challenging Forensic Science: How Science Should Speak to Court: University of Lausanne

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