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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: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to Artificial Intelligence

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Artificial Neural Networks, Markov Model, Algorithms, Artificial Intelligence, Statistical Inference, Statistical Modeling, Network Model, Computational Logic, Dependency Analysis, Statistical Methods, Probability Distribution, Mathematical Modeling, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Model Optimization, Correlation Analysis, Solution Design, Technical Design

    3.8
    Rating, 3.8 out of 5 stars
    ·
    11 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Systems Science and Obesity

    Skills you'll gain: Systems Thinking, Epidemiology, Systems Analysis, Social Network Analysis, Simulations, Network Analysis, Public Health, Network Model, Public Health and Disease Prevention, Social Determinants Of Health, Behavioral Health, Economics

    4.6
    Rating, 4.6 out of 5 stars
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    205 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Leeds

    Major Engineering Projects: Governance, Risk and Scope

    Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Engineering Management, Scope Management, Risk Management, Project Scoping, Stakeholder Analysis, Project Risk Management, Risk Management Framework, Project Management, Governance, Risk Mitigation, Risk Analysis, Governance Risk Management and Compliance

    4.7
    Rating, 4.7 out of 5 stars
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    314 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    How Diffusion Models Work

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

    4.6
    Rating, 4.6 out of 5 stars
    ·
    280 reviews

    Intermediate · Project · Less Than 2 Hours

  • 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, Classification Algorithms, Supervised Learning

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    36 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Computer Simulations

    Skills you'll gain: Simulations, Social Sciences, Systems Thinking, Agentic systems, Computational Thinking, Social Impact, Sociology, Socioeconomics, Economics, Programming Principles, Scientific Methods

    4.5
    Rating, 4.5 out of 5 stars
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    87 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    California Institute of the Arts

    The Art of Filmmaking

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

    4.8
    Rating, 4.8 out of 5 stars
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    35 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    B

    Berklee

    The Neuroscience of Music and Emotion

    Skills you'll gain: Music, Music Theory, Aesthetics, Sensory Systems Analysis, Culture, Psychology, Cultural Diversity, Neurology, Science and Research

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to Image Generation

    Skills you'll gain: Generative AI, Model Deployment, Generative Model Architectures, Cloud Deployment, Model Training

    4.5
    Rating, 4.5 out of 5 stars
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    197 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Glasgow

    Generative AI in Education

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

    4.6
    Rating, 4.6 out of 5 stars
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    95 reviews

    Beginner · Course · 1 - 4 Weeks

  • 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
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    189 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Relational Database Design and Advanced Querying

    Skills you'll gain: Star Schema, Microsoft SQL Servers, Database Design, Relational Databases, SQL, Database Management, Data Warehousing, Database Development, Query Languages, Database Theory, Data Integrity, Data Modeling, Power BI, Business Intelligence Software, Business Intelligence, Performance Tuning, Generative AI

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Artificial Intelligence: University of Colorado Boulder
  • Systems Science and Obesity: Johns Hopkins University
  • Major Engineering Projects: Governance, Risk and Scope: University of Leeds
  • How Diffusion Models Work: DeepLearning.AI
  • Modern AI Models for Vision and Multimodal Understanding: University of Colorado Boulder
  • Computer Simulations: University of California, Davis
  • The Art of Filmmaking: California Institute of the Arts
  • The Neuroscience of Music and Emotion: Berklee
  • Introduction to Image Generation: Google Cloud
  • Generative AI in Education: University of Glasgow

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