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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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    Tufts University

    Hypothesis Testing with Python and Excel

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Probability & Statistics, Statistical Analysis, Analytical Skills, Sample Size Determination, Probability Distribution, Python Programming, Technical Communication

    4.2
    Rating, 4.2 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Essential Causal Inference Techniques for Data Science

    Skills you'll gain: Regression Analysis, Data Science, Machine Learning Methods, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    39 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    University of Copenhagen

    Sustainable Development - Ideas and Imaginaries

    Skills you'll gain: Sustainable Development, Social Impact, Systems Thinking, Social Sciences, Environmental Science, Culture, Timelines, Environmental Policy, Ethical Standards And Conduct, Political Sciences, Economics

    4.7
    Rating, 4.7 out of 5 stars
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    46 reviews

    Mixed · Course · 1 - 4 Weeks

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    University of Glasgow

    Data-Driven Leadership Skills

    Skills you'll gain: Data-Driven Decision-Making, Data Literacy, Business Transformation, Strategic Leadership, Leadership, Leadership Development, Business Leadership, Agile Methodology, Leadership Studies, Organizational Leadership, Data Analysis, Organizational Structure, Big Data, Leadership and Management, Organizational Change, Agile Product Development, Team Leadership, Decision Making, Data Management, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    48 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Fundamentals of Natural Language Processing

    Skills you'll gain: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Machine Learning Methods, Classification Algorithms, Unstructured Data, Deep Learning, Probability Distribution, Linear Algebra, Algorithms

    Build toward a degree

    3.7
    Rating, 3.7 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    Git Fundamentals

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Software Versioning, Software Configuration Management, Collaborative Software, Software Development, Software Installation, Devops Tools, File Management, Linux, Command-Line Interface

    4.1
    Rating, 4.1 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

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    Universidad de los Andes

    ODS y sostenibilidad: una mirada desde los colegios

    Skills you'll gain: Sustainable Development, Environment, Pedagogy, Curriculum Development, Teaching, Student Engagement, Systems Thinking, Case Studies, Higher Education, Community Development, Instructional Strategies

    4.9
    Rating, 4.9 out of 5 stars
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    78 reviews

    Beginner · Course · 1 - 4 Weeks

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    Universidad Nacional Autónoma de México

    Resolución de problemas por búsqueda

    Skills you'll gain: Algorithms, Computational Thinking, Theoretical Computer Science, Problem Management, Data Structures, Performance Testing, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 3 Months

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    Università di Napoli Federico II

    Asset Pricing Fundamentals

    Skills you'll gain: Financial Market, Portfolio Management, Investments, Equities, Portfolio Risk, Market Liquidity, Capital Markets, Finance, Risk Analysis, Economics, Probability Distribution, Decision Making

    Intermediate · Course · 1 - 3 Months

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    Goldman Sachs

    Fundamentos de Liderança com o 10,000 Women da Goldman Sachs

    Skills you'll gain: Business Leadership, Leadership Development, Professional Development, Growth Strategies, Strategic Leadership, Culture Transformation, Business Development, Leadership, Visionary, Organizational Leadership, Leadership and Management, Self-Awareness

    4.8
    Rating, 4.8 out of 5 stars
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    109 reviews

    Mixed · Course · 1 - 4 Weeks

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    Whizlabs

    Compute Resources in Azure

    Skills you'll gain: Microsoft Azure, Kubernetes, Containerization, Virtual Machines, Application Deployment, Cloud Computing, Cloud Applications, Cloud Infrastructure, Virtualization and Virtual Machines, Infrastructure as Code (IaC), Scalability

    4.1
    Rating, 4.1 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Status: Free Trial
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    Skillshare

    CapCut for Desktop: Ultimate Editing for Reels & TikTok

    Skills you'll gain: Video Editing, TikTok, Storytelling, Timelines, Content Creation, Multimedia, Post-Production, Animations, Color Theory, Typography

    4.5
    Rating, 4.5 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

Searches related to probability theory

probability theory and regression for predictive analytics
1…130131132…224

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

  • Hypothesis Testing with Python and Excel: Tufts University
  • Essential Causal Inference Techniques for Data Science: Coursera
  • Sustainable Development - Ideas and Imaginaries: University of Copenhagen
  • Data-Driven Leadership Skills: University of Glasgow
  • Fundamentals of Natural Language Processing: University of Colorado Boulder
  • Git Fundamentals: LearnKartS
  • ODS y sostenibilidad: una mirada desde los colegios: Universidad de los Andes
  • Resolución de problemas por búsqueda: Universidad Nacional Autónoma de México
  • Asset Pricing Fundamentals: Università di Napoli Federico II
  • Fundamentos de Liderança com o 10,000 Women da Goldman Sachs: Goldman Sachs

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