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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


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    U

    University of Minnesota

    Preventing Chronic Pain: A Human Systems Approach

    Skills you'll gain: Pain Management, Preventative Care, Chronic Diseases, Public Health and Disease Prevention, Behavioral Health, Care Management, Patient-centered Care, Treatment Planning, Systems Thinking, Neurology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    440 reviews

    Beginner · Course · 1 - 3 Months

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    Preview
    J

    Johns Hopkins University

    Public Health Perspectives on Sustainable Diets

    Skills you'll gain: Sustainable Development, Sustainable Systems, Water Sustainability, Nutrition and Diet, Food and Beverage, Nutrition Education, Public Health, Environmental Issue, Public Health and Disease Prevention, Health Equity, Environment and Resource Management, Environmental Science, Systems Thinking, Climate Change Mitigation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    193 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    U

    University of Alberta

    Astro 101: Black Holes

    Skills you'll gain: Physics, electromagnetics, Scientific Methods, Mechanics, Science and Research, General Science and Research

    4.8
    Rating, 4.8 out of 5 stars
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    1.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Data Science Essentials: Analysis, Statistics, and ML

    Skills you'll gain: Plotly, Model Evaluation, NumPy, Statistical Methods, Probability & Statistics, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Database Development, Statistical Analysis, Regression Analysis, Dashboard Creation, Data Manipulation, Python Programming, Applied Machine Learning, Probability, Data Science, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
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    30 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Politecnico di Milano

    Smart Teaching and Learning with AI

    Skills you'll gain: Blended Learning, Pedagogy, Large Language Modeling, Teaching, Digital pedagogy, LLM Application, Instructional Design, Instructional and Curriculum Design, Student Engagement, Learning Strategies, Education Software and Technology, Interactive Learning, Lesson Planning, Educational Materials, AI Personalization, Innovation, Student-Centred Learning, Curriculum Planning, Differentiated Instruction, Artificial Intelligence

    4.9
    Rating, 4.9 out of 5 stars
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    892 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Artificial Intelligence Ethics in Action

    Skills you'll gain: Responsible AI, Data Ethics, OpenAI, Artificial Intelligence, Large Language Modeling, Analytical Skills, Analysis, Game Theory, Generative AI, Predictive Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    369 reviews

    Intermediate · Course · 1 - 4 Weeks

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    T

    The Chinese University of Hong Kong

    崑曲之美

    Skills you'll gain: Performing Arts, Music, Music Performance, Music Theory, Aesthetics, Music History, Art History, World Music, Liberal Arts

    4.9
    Rating, 4.9 out of 5 stars
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    708 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI: Business Transformation and Career Growth

    Skills you'll gain: Generative AI, Leadership and Management, AI Enablement, Business Leadership, Strategic Leadership, Content Creation, Market Opportunities, AI Integrations, Business Transformation, New Business Development, Content Development and Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    272 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Practical Machine Learning: Foundations to Neural Networks

    Skills you'll gain: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Convolutional Neural Networks, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Statistical Inference

    Build toward a degree

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Estilos de Liderazgo: opciones para avanzar en desafíos complejos

    Skills you'll gain: Community Organizing, Drive Engagement, Community Development, Leadership Studies, Ethical Standards And Conduct, Strategic Leadership, Team Building, Organizational Leadership, Leadership Development, Complex Problem Solving, Adaptability, Professional Development, Systems Thinking, Leadership, Resourcefulness, Business Leadership, Risk Management, Dealing With Ambiguity, Self-Awareness, Emotional Intelligence

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.9K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Evaluating Large-Scale Health Programs

    Skills you'll gain: Surveys, Program Evaluation, Survey Creation, Health Policy, Sampling (Statistics), Health Systems, Health Assessment, Health Equity, Data Collection, Quantitative Research, Institutional Review Board (IRB), Nutritional Assessment, Maternal Health, Data Management, Statistical Analysis, Analysis, Nutrition and Diet, Public Health, Research Design, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    156 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    B

    Berklee

    Songwriting: Writing the Music

    Skills you'll gain: Music Theory, Music, Musical Composition, Storytelling, Writing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    70 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Preventing Chronic Pain: A Human Systems Approach: University of Minnesota
  • Public Health Perspectives on Sustainable Diets: Johns Hopkins University
  • Astro 101: Black Holes: University of Alberta
  • Data Science Essentials: Analysis, Statistics, and ML: Packt
  • Smart Teaching and Learning with AI: Politecnico di Milano
  • Artificial Intelligence Ethics in Action: LearnQuest
  • 崑曲之美: The Chinese University of Hong Kong
  • Generative AI: Business Transformation and Career Growth: IBM
  • Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
  • Estilos de Liderazgo: opciones para avanzar en desafíos complejos: Universidad de los Andes

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