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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


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    Northeastern University

    Industrial Optimization: Models & Linear Programming

    Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Operational Analysis, Linear Algebra, Mathematical Modeling, Algorithms, Business Modeling, Complex Problem Solving

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Text Marketing Analytics

    Skills you'll gain: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Machine Learning Algorithms, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Semantic Web, JSON, Statistical Methods, Data Manipulation, Data Structures

    Build toward a degree

    3.1
    Rating, 3.1 out of 5 stars
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    15 reviews

    Beginner · Specialization · 3 - 6 Months

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    Illinois Tech

    Introduction to Open Source Application Development

    Skills you'll gain: Unified Modeling Language, File I/O, Debugging, Object Oriented Programming (OOP), Python Programming, Computer Programming, System Programming, Pseudocode, Program Development, Software Design, User Interface (UI), Data Structures

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 3 Months

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    University of Michigan

    Logistic Regression and Prediction for Health Data

    Skills you'll gain: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Private Equity Basics: Analyze, Structure & Apply

    Skills you'll gain: Private Equity, Negotiation, Business Valuation, Investment Management, Mergers & Acquisitions, Financial Modeling, Due Diligence, Portfolio Management, Financial Analysis, Entrepreneurial Finance, Liquidation

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Building Trust: Ethics for AI-powered Chatbots

    Skills you'll gain: Data Ethics, Business Ethics, Ethical Standards And Conduct, Responsible AI, Artificial Intelligence, Information Privacy, Informed Consent, Personally Identifiable Information, Accountability, Generative AI Agents, Data Governance

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Amsterdam

    The Social Dimensions of Antimicrobial Resistance

    Skills you'll gain: Social Sciences, Surveys, Social Determinants Of Health, Scientific Methods, Infectious Diseases, Community Health, Community Outreach, Health Systems, Public Health, Health Policy, Governance, Systems Thinking, Policy Development

    4.6
    Rating, 4.6 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Routing, Infrastructure, and Network Management

    Skills you'll gain: Routing Protocols, Command-Line Interface, Open Shortest Path First (OSPF), Network Monitoring, Virtual Local Area Network (VLAN), Border Gateway Protocol, Network Routing, Wireless Networks, Network Administration, Network Infrastructure, Local Area Networks, Event Monitoring, Network Switches, Network Troubleshooting, Network Protocols, Network Routers, TCP/IP, Network Architecture, Network Security, Service Level

    Intermediate · Course · 3 - 6 Months

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    Skillshare

    Midjourney Style Guide: AI Art Prompts for Creatives

    Skills you'll gain: Prompt Engineering, Color Theory, Style Guides, Generative AI, Creativity, ChatGPT, Aesthetics, Art History, Design Elements And Principles, Image Analysis

    Beginner · Course · 1 - 4 Weeks

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    Universidades Anáhuac

    Fundamentos de Administración Estratégica

    Skills you'll gain: Organizational Strategy, Business Strategy, Data-Driven Decision-Making, Strategic Decision-Making, Business Planning, Strategic Thinking, Leadership and Management, Analysis, Business Management, Plan Execution, Competitive Analysis, Market Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    Delivering Value and Managing Stakeholders in Agile

    Skills you'll gain: Agile Project Management, Agile Methodology, Risk Management, Stakeholder Management, User Story, Stakeholder Engagement, Leadership, Sprint Planning, Conflict Management, Earned Value Management, Stakeholder Analysis, Communication, Value Engineering, Contract Management, Prioritization

    Intermediate · Course · 1 - 4 Weeks

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    ISAE-SUPAERO

    Developments of structural dynamics

    Skills you'll gain: Finite Element Methods, Structural Analysis, Vibrations, Engineering Analysis, Mathematical Modeling, Mechanical Engineering, Linear Algebra, Civil Engineering, Mechanics, Numerical Analysis, Applied Mathematics, Control Systems, Differential Equations

    4.4
    Rating, 4.4 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Industrial Optimization: Models & Linear Programming: Northeastern University
  • Text Marketing Analytics: University of Colorado Boulder
  • Introduction to Open Source Application Development: Illinois Tech
  • Logistic Regression and Prediction for Health Data: University of Michigan
  • Master Private Equity Basics: Analyze, Structure & Apply: EDUCBA
  • Building Trust: Ethics for AI-powered Chatbots: Coursera
  • The Social Dimensions of Antimicrobial Resistance: University of Amsterdam
  • Advanced Routing, Infrastructure, and Network Management: Packt
  • Midjourney Style Guide: AI Art Prompts for Creatives: Skillshare
  • Fundamentos de Administración Estratégica: Universidades Anáhuac

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