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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
    L

    LearnQuest

    Introduction to Data Science and scikit-learn in Python

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, NumPy, Classification Algorithms, Data Preprocessing, Data Analysis, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Data Science, Statistical Hypothesis Testing, Supervised Learning, Statistical Methods, Data Structures

    3.8
    Rating, 3.8 out of 5 stars
    ·
    60 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    C++: Data Structures and Algorithms

    Skills you'll gain: Computational Thinking, Algorithms, Graph Theory, Data Structures, C++ (Programming Language), C and C++, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Technical Design, Theoretical Computer Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Driven Decision Making

    Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Statistical Software, Probability & Statistics, Data Analysis, R (Software), Data Visualization, Statistical Inference, Variance Analysis, Sampling (Statistics)

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad Austral

    Jugar y Aprender Matemática en aulas heterogéneas

    Skills you'll gain: Mathematics Education, Childhood Education and Development, Teaching, Geometry, Arithmetic, Pedagogy, Learning Theory, Discussion Facilitation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    176 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    California Institute of the Arts

    The Art of Filmmaking

    Skills you'll gain: Adobe Premiere, Peer Review, Cinematography, Video Editing, Videography, Video Production, Post-Production, Storyboarding, Photo/Video Production and Technology, Editing, Creativity, Media Production, Visual Design, Graphic and Visual Design, Design Elements And Principles, Storytelling, Creative Design, Content Creation, Graphic and Visual Design Software, Personal Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    23 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of Glasgow

    Generative AI in Education

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Education Software and Technology, Digital pedagogy, Responsible AI, Artificial Intelligence, Data Ethics, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
    ·
    90 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Violencias por razones de género

    Skills you'll gain: Diversity Awareness, Social Justice, Sociology, Conflict Management, Cultural Sensitivity, Family Therapy, Cultural Diversity, Community and Social Work, Public Policies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    240 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Nacional Autónoma de México

    Introducción a la sustentabilidad: hacia un futuro posible

    Skills you'll gain: Systems Thinking, Sustainable Systems, Sustainable Development, Environmental Issue, Environmental Science, Sustainability Standards, Social Sciences, Economics, Policy, and Social Studies, Social Impact, Community Development, World History

    4.9
    Rating, 4.9 out of 5 stars
    ·
    155 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    Pensamiento crítico: toma de decisiones razonadas

    Skills you'll gain: Critical Thinking, Independent Thinking, Decision Making, Strategic Decision-Making, Systems Thinking, Complex Problem Solving, Creative Thinking, Analysis, Ethical Standards And Conduct, Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    235 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    H

    High Tech High Graduate School of Education

    Learning Mindsets & Skills

    Skills you'll gain: Education and Training, Teaching, Growth Mindedness, Learning Theory, Human Learning, Student Engagement, Cultural Diversity, Experimentation, Statistical Hypothesis Testing, Psychological Evaluations, Discussion Facilitation

    3.9
    Rating, 3.9 out of 5 stars
    ·
    58 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Introduction to Automated Analysis

    Skills you'll gain: Test Automation, Regression Testing, Software Testing, Software Development Tools, Unit Testing, White-Box Testing, Code Coverage, Security Testing, Verification And Validation, Test Case, Test Data, Debugging, Automation, Application Security

    4.2
    Rating, 4.2 out of 5 stars
    ·
    86 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    How Diffusion Models Work

    Skills you'll gain: Generative AI, Generative Model Architectures, Jupyter, Sampling (Statistics), Artificial Neural Networks, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    279 reviews

    Intermediate · Project · Less Than 2 Hours

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

  • Introduction to Data Science and scikit-learn in Python: LearnQuest
  • C++: Data Structures and Algorithms: Codio
  • Data Driven Decision Making: University of Colorado Boulder
  • Jugar y Aprender Matemática en aulas heterogéneas: Universidad Austral
  • The Art of Filmmaking: California Institute of the Arts
  • Generative AI in Education: University of Glasgow
  • Violencias por razones de género: Universidad Nacional Autónoma de México
  • Introducción a la sustentabilidad: hacia un futuro posible: Universidad Nacional Autónoma de México
  • Pensamiento crítico: toma de decisiones razonadas: Tecnológico de Monterrey
  • Learning Mindsets & Skills: High Tech High Graduate School of Education

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