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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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    Peking University

    社会调查与研究方法 (上)Methodologies in Social Research (Part I)

    Skills you'll gain: Social Sciences, Research Methodologies, Science and Research, Research, Scientific Methods, Surveys, Experimentation, Data Collection, Research Design, Research Reports, Economics, Policy, and Social Studies, Sample Size Determination, Social Studies, Institutional Review Board (IRB), Survey Creation, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    52 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Statistics and Data Analysis with Excel: Advanced

    Skills you'll gain: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Spreadsheet Software, Data Visualization, Statistical Methods, Advanced Analytics, Financial Forecasting, Data Analysis, Statistical Hypothesis Testing, Probability & Statistics, Predictive Modeling, Statistical Modeling, Statistical Inference, Variance Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    41 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
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    Packt

    Master Lean Six Sigma & AI-Driven Quality for Professionals

    Skills you'll gain: Prompt Engineering, Lean Six Sigma, Six Sigma Methodology, Process Improvement and Optimization, Risk Management, Risk Management Framework, Regression Analysis, Risk Modeling, Risk Analysis, Statistics, Quality Improvement, Statistical Methods, Process Improvement, Process Analysis, Probability & Statistics, Continuous Improvement Process, Pareto Chart, Corrective and Preventive Action (CAPA), Service Improvement, Business Process Automation

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Applied Kalman Filtering

    Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Markov Model, Simulations, Integral Calculus, Correlation Analysis, Control Systems, Probability, Simulation and Simulation Software, Probability & Statistics, Applied Mathematics, Statistical Methods, Probability Distribution, Time Series Analysis and Forecasting, Forecasting

    4.9
    Rating, 4.9 out of 5 stars
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    38 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Peking University

    人群与网络

    Skills you'll gain: Game Theory, Social Network Analysis, Graph Theory, Network Analysis, Computational Thinking, Market Dynamics, Web Analytics and SEO, Network Model, Social Sciences, Socioeconomics, Sociology, Market Analysis, Economics, Bidding, Behavioral Economics, Analysis, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
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    114 reviews

    Mixed · Course · 3 - 6 Months

  • Status: Free
    Free
    É

    École normale supérieure

    Statistical Mechanics: Algorithms and Computations

    Skills you'll gain: Sampling (Statistics), Mathematical Software, Physics, Simulations, Numerical Analysis, Markov Model, Mechanics, Simulation and Simulation Software, Algorithms, Programming Principles, Applied Mathematics, Integral Calculus, Model Optimization, Program Development

    4.8
    Rating, 4.8 out of 5 stars
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    272 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad Nacional Autónoma de México

    Protocolo de investigación médica: diseño y desarrollo

    Skills you'll gain: Institutional Review Board (IRB), Clinical Research Ethics, Medical Science and Research, Healthcare Ethics, Informed Consent, Clinical Research, Scientific Methods, Statistical Methods, Sampling (Statistics), Statistical Analysis, Quantitative Research, Science and Research, Responsible AI, Biostatistics, Technical Writing, Sample Size Determination, Statistical Inference, Statistical Hypothesis Testing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    96 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Data-Oriented Python Programming and Debugging

    Skills you'll gain: NumPy, Debugging, Pandas (Python Package), Statistics, Correlation Analysis, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Data Wrangling, Data Preprocessing, LLM Application, Data-oriented programming, Program Development, Code Reusability, Numerical Analysis, Critical Thinking

    4.1
    Rating, 4.1 out of 5 stars
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    23 reviews

    Intermediate · Specialization · 3 - 6 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
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    60 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    Y

    Yale University

    Tropical Forest Landscapes 101: Conservation & Restoration

    Skills you'll gain: Land Management, Environmental Science, Sustainable Systems, Sustainable Development, Natural Resource Management, Environmental Engineering and Restoration, Environmental Resource Management, Environment and Resource Management, Philanthropy, Social Studies, Climate Change Mitigation, Finance

    4.9
    Rating, 4.9 out of 5 stars
    ·
    180 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    X

    Xi'an Jiaotong University

    SQL Server数据库技术

    Skills you'll gain: Microsoft SQL Servers, SQL, Relational Databases, Database Management, Database Theory, Databases, Database Development, Database Design, Database Management Systems, Query Languages, Database Administration, Data Access, Software Installation, C# (Programming Language), Data Integrity

    4.7
    Rating, 4.7 out of 5 stars
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    61 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Extraordinary Human Capital Management

    Skills you'll gain: Human Capital, Human Resources Management and Planning, Human Resource Strategy, Human Resources, Organizational Change, Change Management, Talent Management, Human Relations Movement, Employee Relations, Human Resource Management, Labor Relations, Diversity Equity and Inclusion Initiatives, HR Tech, Staff Management, Intercultural Competence, Cultural Diversity, Industrial and Organizational Psychology, People Analytics, Leadership, Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    77 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • 社会调查与研究方法 (上)Methodologies in Social Research (Part I): Peking University
  • Statistics and Data Analysis with Excel: Advanced: Macquarie University
  • Master Lean Six Sigma & AI-Driven Quality for Professionals: Packt
  • Applied Kalman Filtering: University of Colorado System
  • 人群与网络: Peking University
  • Statistical Mechanics: Algorithms and Computations: École normale supérieure
  • Protocolo de investigación médica: diseño y desarrollo: Universidad Nacional Autónoma de México
  • Data-Oriented Python Programming and Debugging: University of Michigan
  • Oracle Cloud and AI: Oracle
  • Tropical Forest Landscapes 101: Conservation & Restoration: Yale University

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