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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.


More to explore:

Popular Probability Theory Courses and Certifications


  • Status: Preview
    Preview
    D

    Dartmouth College

    Introduction to Italian Opera

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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Detecting COVID-19 with Chest X-Ray using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Model Evaluation, Medical Imaging, Computer Vision, Machine Learning, Data Preprocessing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    339 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    From Data to Decisions: Getting Started with AI

    Skills you'll gain: Generative AI, Data Literacy, Data-Driven Decision-Making, Data Analysis, Exploratory Data Analysis, Descriptive Statistics, Prompt Engineering, Analytical Skills, Artificial Intelligence, Probability & Statistics, Decision Making

    4.2
    Rating, 4.2 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Transforming Education in an Interconnected World

    Skills you'll gain: Continuous Improvement Process, Student-Centred Learning, Innovation, Education and Training, Process Improvement, Higher Education, Program Evaluation, International Relations, Initiative and Leadership, Systems Thinking, Teaching, Visionary, Policy Analysis, Leadership, Empowerment, Community Development, Instructional Design, Collaboration, Leadership and Management, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    64 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Western Australia

    Gender Equality

    Skills you'll gain: Diversity Awareness, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Social Justice, Disabilities, Sociology, Law, Regulation, and Compliance, Advocacy, Policty Analysis, Research, and Development, Public Policies, Research

    4.6
    Rating, 4.6 out of 5 stars
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    192 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Libertarian Free Will

    Skills you'll gain: Neurology, Creativity, Anatomy, Critical Thinking, Culture, Mindfulness, Liberal Arts, Physiology, Research, Psychology, Social Sciences, Ethical Standards And Conduct, Human Learning, Anthropology, Biology, Sociology, Systems Thinking, Cultural Diversity, Experimentation, Science and Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    25 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    The Fundamentals of Computing Capstone Exam

    Skills you'll gain: Theoretical Computer Science, Computer Programming, Computational Thinking, Programming Principles, Debugging, Algorithms, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    116 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    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

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Classification Analysis

    Skills you'll gain: Classification Algorithms, Data Analysis, Model Evaluation, Logistic Regression, Supervised Learning, Machine Learning Algorithms, Predictive Modeling, Feature Engineering, Data Preprocessing, Bayesian Statistics, Probability & Statistics

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    Universidad Austral

    Modelización Cuantitativa para Finanzas Corporativas

    Skills you'll gain: Financial Modeling, Time Series Analysis and Forecasting, Regression Analysis, Financial Forecasting, Predictive Modeling, Forecasting, Finance, R Programming, Financial Analysis, Statistical Analysis, Statistics, Probability & Statistics, Risk Analysis, Microsoft Excel

    4.5
    Rating, 4.5 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Managing Human Capital in Retail

    Skills you'll gain: Human Capital, Employee Retention, Workforce Development, Employee Training, Talent Management, Organizational Strategy, Human Resources, Employee Engagement, Human Resources Management and Planning, Workforce Management, Compensation Management, Employee Performance Management, Recruitment

    4.7
    Rating, 4.7 out of 5 stars
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    76 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Akamai Technologies, Inc.

    Managing Relational Databases

    Skills you'll gain: SQL, Database Management, Relational Databases, Database Systems, Database Design, Database Theory, Data Manipulation, Query Languages, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 3 Months

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

  • Introduction to Italian Opera: Dartmouth College
  • Detecting COVID-19 with Chest X-Ray using PyTorch: Coursera
  • From Data to Decisions: Getting Started with AI: Vanderbilt University
  • Transforming Education in an Interconnected World: University of Michigan
  • Gender Equality: University of Western Australia
  • Libertarian Free Will: Dartmouth College
  • The Fundamentals of Computing Capstone Exam: Rice University
  • Essential Causal Inference Techniques for Data Science: Coursera
  • Classification Analysis: University of Colorado Boulder
  • Modelización Cuantitativa para Finanzas Corporativas: Universidad Austral

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