• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Probability Distribution

    Probability Distribution Courses Online

    Study probability distributions for understanding data patterns. Learn about normal, binomial, and Poisson distributions.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Probability Distribution Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Statistical Estimation for Data Science and AI

      Skills you'll gain: Statistical Inference, Statistical Methods, Sampling (Statistics), Probability & Statistics, Data Science, Probability Distribution, Statistical Analysis

      4.1
      Rating, 4.1 out of 5 stars
      ·
      88 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      C

      Columbia University

      Causal Inference

      Skills you'll gain: Experimentation, Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, Statistical Methods, Estimation, Sampling (Statistics), Statistical Analysis, Statistical Modeling, Machine Learning, Probability

      3.4
      Rating, 3.4 out of 5 stars
      ·
      100 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Market Research

      Skills you'll gain: Focus Group, Quantitative Research, Survey Creation, Statistical Hypothesis Testing, Qualitative Research, Market Research, Sampling (Statistics), Data Synthesis, Data Literacy, Data Storytelling, Data Presentation, Statistical Methods, Presentations, Research Reports, Statistical Analysis, Regression Analysis, Proposal Writing, Market Analysis, Surveys, Report Writing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.5K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      U

      Università Bocconi

      Financing and Investing in Infrastructure

      Skills you'll gain: Project Finance, Risk Analysis, Capital Budgeting, Financial Analysis, Risk Management, Investments, Loans, Banking, Finance, Credit Risk, Contract Management, Cash Flows

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.1K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Modeling Risk and Realities

      Skills you'll gain: Risk Modeling, Probability Distribution, Mathematical Modeling, Process Optimization, Data-Driven Decision-Making, Risk Analysis, Simulation and Simulation Software, Business Modeling, Statistics, Statistical Hypothesis Testing, Verification And Validation, Microsoft Excel

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.2K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Statistical Modeling for Data Science Applications

      Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, Statistical Modeling, Data Ethics, Statistical Methods, R Programming, Statistics, Data Science, Statistical Analysis, Predictive Modeling, Probability & Statistics, Data Modeling, Quantitative Research, Correlation Analysis, Advanced Analytics, Data Analysis, Mathematical Modeling, Machine Learning, Linear Algebra

      Build toward a degree

      4.1
      Rating, 4.1 out of 5 stars
      ·
      52 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Natural Language Processing with Probabilistic Models

      Skills you'll gain: Natural Language Processing, Markov Model, Algorithms, Machine Learning Algorithms, Data Processing, Artificial Neural Networks, Probability & Statistics, Computer Programming, Computational Thinking

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.8K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Probabilistic Deep Learning with TensorFlow 2

      Skills you'll gain: Generative AI, Deep Learning, Tensorflow, Bayesian Statistics, Keras (Neural Network Library), Statistical Modeling, Predictive Modeling, Artificial Neural Networks, Machine Learning, Probability Distribution, Probability & Statistics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      109 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Survey Data Collection and Analytics

      Skills you'll gain: Sampling (Statistics), Sample Size Determination, Surveys, Survey Creation, Data Analysis Software, Data Collection, Research Methodologies, Statistical Analysis, Research, Stata, Research Design, Interviewing Skills, Statistical Methods, Statistical Modeling, Descriptive Statistics, Data Quality, Data Ethics, Data Analysis, Data Cleansing, R Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      1.4K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Google Data Analytics (PT)

      Skills you'll gain: Data Storytelling, Data Cleansing, Rmarkdown, Data Presentation, Data Validation, Tableau Software, Data Visualization, Analytical Skills, Dashboard, Ggplot2, Data Visualization Software, Data Analysis, Data Ethics, Spreadsheet Software, Data-Driven Decision-Making, Data Integrity, Data Manipulation, Sampling (Statistics), Data Literacy, Business Research

      4.9
      Rating, 4.9 out of 5 stars
      ·
      4K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Geneva

      Portfolio and Risk Management

      Skills you'll gain: Portfolio Management, Risk Management, Investments, Asset Management, Risk Analysis, Finance, Financial Market, Equities, Derivatives, Target Audience, Probability Distribution, Estimation, Variance Analysis, Correlation Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.4K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Michigan

      Mindware: Critical Thinking for the Information Age

      Skills you'll gain: Critical Thinking, Logical Reasoning, Deductive Reasoning, Analytical Skills, Data Literacy, Decision Making, Data Analysis, Correlation Analysis, Experimentation, Forecasting, Scientific Methods, Statistical Inference, Probability, Regression Analysis, Cognitive flexibility, Adaptability

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.4K reviews

      Beginner · Course · 1 - 3 Months

    Probability Distribution learners also search

    Probability
    Predictive Modeling
    Statistical Modeling
    Predictive Analytics
    Data Modeling
    Statistical Analysis
    Beginner Predictive Analytics
    Predictive Analytics Projects
    1…121314…56

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

    • Statistical Estimation for Data Science and AI: University of Colorado Boulder
    • Causal Inference: Columbia University
    • Market Research: University of California, Davis
    • Financing and Investing in Infrastructure: Università Bocconi
    • Modeling Risk and Realities: University of Pennsylvania
    • Statistical Modeling for Data Science Applications: University of Colorado Boulder
    • Natural Language Processing with Probabilistic Models: DeepLearning.AI
    • Probabilistic Deep Learning with TensorFlow 2: Imperial College London
    • Survey Data Collection and Analytics: University of Michigan
    • Google Data Analytics (PT): Google

    Other topics to explore

    Arts and Humanities
    338 courses
    Business
    1095 courses
    Computer Science
    668 courses
    Data Science
    425 courses
    Information Technology
    145 courses
    Health
    471 courses
    Math and Logic
    70 courses
    Personal Development
    137 courses
    Physical Science and Engineering
    413 courses
    Social Sciences
    401 courses
    Language Learning
    150 courses

    Coursera Footer

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Do Not Sell/Share
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok