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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


  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Introduction to AI for Cybersecurity

    Skills you'll gain: AI Security, Cybersecurity, Cyber Attacks, Fraud detection, Classification Algorithms, Email Security, Threat Detection, Jupyter, Authentications, Machine Learning Algorithms, Artificial Intelligence, Applied Machine Learning, Machine Learning, Supervised Learning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    103 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of London

    Doing Economics: Measuring Climate Change

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Environmental Policy, Data Literacy, Data Analysis, Policy Development, Data Visualization, Descriptive Statistics, Statistical Analysis, Correlation Analysis, Policy Analysis, Environmental Issue, Scatter Plots, Statistical Methods, Environmental Science, Climate Change Adaptation, Climate Change Mitigation, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
    ·
    53 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Modern AI Models for Vision and Multimodal Understanding

    Skills you'll gain: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Generative Model Architectures, Embeddings, Digital Signal Processing, Transfer Learning, Machine Learning Methods, Classification Algorithms, Supervised Learning

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    35 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Amsterdam

    Reclaiming the Street for Livable Urban Spaces

    Skills you'll gain: Community Organizing, Systems Thinking, Culture Transformation, Advocacy, Transportation Operations, Change Management, Community Development, Sustainable Development, Social Impact, Social Sciences, Organizational Change, Economics, Policy, and Social Studies, Innovation, Policy Analysis, Public Affairs, Community Outreach, Public Policies, Experimentation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    86 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    ESSEC Business School

    Managers du changement

    Skills you'll gain: Change Management, Organizational Change, Management Training And Development, Team Performance Management, Business Transformation, Leadership and Management, Behavior Management, Organizational Development, Culture Transformation, Leadership Development, Professional Development, Business Priorities, Behavioral Management, Collaboration, Strategic Leadership, Cooperation, Prioritization, Resource Allocation, Drive Engagement, Employee Engagement

    4.8
    Rating, 4.8 out of 5 stars
    ·
    189 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Alberta

    Workplace Psychological Health and Safety

    Skills you'll gain: Diversity Equity and Inclusion Initiatives, Conflict Management, Safety Culture, Team Leadership, Workplace inclusivity, Diversity Training, Stress Management, Organizational Leadership, Diversity and Inclusion, Mental Health Diseases and Disorders, People Management, Rapport Building, Leadership, Leadership and Management, Mental Health, Emotional Intelligence, Employee Engagement, Empathy, Resilience, Communication

    4.9
    Rating, 4.9 out of 5 stars
    ·
    59 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Prediction Models with Sports Data

    Skills you'll gain: Logistic Regression, Forecasting, Data Processing, Predictive Analytics, Predictive Modeling, Statistical Modeling, Data Analysis, Market Data, Analytics, Regression Analysis, Data Preprocessing, Model Evaluation, Python Programming, Probability & Statistics, Data Ethics, Probability, Ethical Standards And Conduct

    4.5
    Rating, 4.5 out of 5 stars
    ·
    43 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Curtis Institute of Music

    Exploring Beethoven’s Piano Sonatas Part 2

    Skills you'll gain: Classical Music, Music Theory, Music, Music History, Instrumental Music, Musical Composition, Music Performance, Performing Arts

    5
    Rating, 5 out of 5 stars
    ·
    169 reviews

    Beginner · Course · 1 - 3 Months

  • 2

    28DIGITAL

    Quantitative Model Checking

    Skills you'll gain: Computational Logic, Markov Model, Verification And Validation, Theoretical Computer Science, Mathematical Modeling, Systems Analysis, Software Testing, Statistical Modeling, Process Modeling, Probability, Algorithms, Probability Distribution, Applied Mathematics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    54 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    O

    Oracle

    Oracle Cloud and AI

    Skills you'll gain: Oracle Cloud, Generative AI, Large Language Modeling, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), ChatGPT, Cloud Services, Cloud Solutions, Cloud Computing, Cloud Infrastructure, Deep Learning, Prompt Engineering, Artificial Neural Networks, Natural Language Processing, Enterprise Resource Planning, Application Deployment, Python Programming, Supply Chain Management, Customer Relationship Management (CRM) Software, Human Capital

    4.8
    Rating, 4.8 out of 5 stars
    ·
    56 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Capstone: Analyzing (Social) Network Data

    Skills you'll gain: Social Network Analysis, Network Analysis, Peer Review, Graph Theory, Technical Communication, Data Structures, Data Presentation, Algorithms, Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    101 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Vision Transformer (ViT), AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Machine Learning, Python Programming, Probability & Statistics

    Intermediate · Specialization · 1 - 3 Months

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

  • Introduction to AI for Cybersecurity: Johns Hopkins University
  • Doing Economics: Measuring Climate Change: University of London
  • Modern AI Models for Vision and Multimodal Understanding: University of Colorado Boulder
  • Reclaiming the Street for Livable Urban Spaces: University of Amsterdam
  • Managers du changement: ESSEC Business School
  • Workplace Psychological Health and Safety: University of Alberta
  • Prediction Models with Sports Data: University of Michigan
  • Exploring Beethoven’s Piano Sonatas Part 2: Curtis Institute of Music
  • Quantitative Model Checking: 28DIGITAL
  • Oracle Cloud and AI: Oracle

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