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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 Pennsylvania

    Calculus: Single Variable Part 1 - Functions

    Skills you'll gain: Calculus, Engineering Calculations, Mathematical Theory & Analysis, Algebra, Advanced Mathematics, Applied Mathematics, Derivatives

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.4K reviews

    Mixed · Course · 1 - 4 Weeks

  • I

    IBM

    Supervised Machine Learning: Classification

    Skills you'll gain: Classification Algorithms, Supervised Learning, Model Evaluation, Data Preprocessing, Logistic Regression, Decision Tree Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Cleansing, Machine Learning, Feature Engineering, Random Forest Algorithm, Sampling (Statistics), Performance Metric

    4.8
    Rating, 4.8 out of 5 stars
    ·
    456 reviews

    Intermediate · Course · 1 - 3 Months

  • 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

  • U

    University of Pennsylvania

    Calculus: Single Variable Part 4 - Applications

    Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Probability & Statistics, Geometry, Probability, Advanced Mathematics, Torque (Physics), Statistics, Mechanics, Mathematical Modeling, Physics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    283 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Use Canva to Create Social Media Marketing Designs

    Skills you'll gain: Canva (Software), Social Media Content, Social Media Marketing, Social Media, Style Guides, Marketing Design, Color Theory, Graphic Design, Design Elements And Principles, Branding, Marketing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.6K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • R

    Rice University

    Introduction to Electricity and Magnetism

    Skills you'll gain: Basic Electrical Systems, Electrical Engineering, Torque (Physics), electromagnetics, Physics, Electrical Systems, Engineering Analysis, Electronics, Electronic Components, Engineering Calculations, Mechanics, Mathematical Modeling, Applied Mathematics, Problem Solving, Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Differential Equations, Trigonometry, Integral Calculus

    4.7
    Rating, 4.7 out of 5 stars
    ·
    267 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of California, Davis

    Research Proposal: Initiating Research

    Skills you'll gain: Market Research, Proposal Writing, Research Methodologies, Market Analysis, Business Research, Data Collection, Quantitative Research, Business Writing, Sampling (Statistics), Survey Creation, Qualitative Research, Request for Proposal, Client Services, Professional Networking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    946 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Introducción a la inteligencia artificial

    Skills you'll gain: Bayesian Network, Computational Logic, Program Development, Artificial Intelligence, Markov Model, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Computational Thinking, Creativity, Game Theory, Theoretical Computer Science, Software Development, Generative AI, Logical Reasoning, Python Programming, Applied Machine Learning, Responsible AI, Deductive Reasoning, Social Sciences, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    649 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Pontificia Universidad Católica de Chile

    Liderazgo Instruccional: Perspectiva Global y Prácticas Locales

    Skills you'll gain: Education and Training, Instructional Strategies, Teaching, Curriculum Development, Cultural Diversity, Systems Thinking, Research, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    746 reviews

    Mixed · Course · 1 - 3 Months

  • U

    Utrecht University

    Understanding child development: from synapse to society

    Skills you'll gain: Child Development, Human Development, Empathy & Emotional Intelligence, Speech Language Pathology, Systems Thinking, Pediatrics, Research, Neurology, Cultural Diversity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    529 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Peking University

    程序设计与算法

    Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), Algorithms, File I/O, Data Structures, C (Programming Language), Program Development, Computer Programming, Application Development, Software Design, Computational Thinking, Mathematical Modeling, Database Systems, Performance Tuning, File Systems, Maintainability, Information Management, Software Engineering, Graph Theory, Debugging

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.7K reviews

    Beginner · Specialization · 3 - 6 Months

  • G

    Google

    Create a High-Performing Team

    Skills you'll gain: People Management, Team Leadership, Team Management, Team Performance Management, Leadership and Management, Organizational Leadership, People Development, Professional Development, Relationship Management, Leadership, Culture Transformation, Relationship Building, Collaboration, Communication Strategies, Willingness To Learn, Lifelong Learning, AI Enablement, Constructive Feedback

    4.8
    Rating, 4.8 out of 5 stars
    ·
    245 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Calculus: Single Variable Part 1 - Functions: University of Pennsylvania
  • Supervised Machine Learning: Classification: IBM
  • Computer Science: Programming with a Purpose: Princeton University
  • Calculus: Single Variable Part 4 - Applications: University of Pennsylvania
  • Use Canva to Create Social Media Marketing Designs: Coursera
  • Introduction to Electricity and Magnetism: Rice University
  • Research Proposal: Initiating Research: University of California, Davis
  • Introducción a la inteligencia artificial: Universidad Nacional Autónoma de México
  • Liderazgo Instruccional: Perspectiva Global y Prácticas Locales: Pontificia Universidad Católica de Chile
  • Understanding child development: from synapse to society: Utrecht University

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