Poisson Distribution Courses and Certifications

Steve Brunton

The Poisson Distribution: The Rare Event Limit of a Binomial Distribution

Explore the Poisson distribution, a key probability model for rare events derived from the binomial distribution, with applications like predicting lightbulb failures.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Further Mathematics Year 13 course 2: Applications of Differential Equations, Momentum, Work, Energy & Power, The Poisson Distribution, The Central Limit Theorem, Chi Squared Tests, Type I and II Errors

Develop your thinking skills, fluency and confidence in the applied mathematics content of A-level further maths and prepare for undergraduate STEM degrees.

• edX
• 8 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

AnalystPrep

Poisson Distributions for SOA Exam P - Probability and Univariate Random Variables

Master Poisson distributions through practical examples involving claim frequencies, vehicle arrivals, and probability calculations - perfect for SOA Exam P preparation.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Mixture Models in R

Learn mixture models: a convenient and formal statistical framework for probabilistic clustering and classification.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Statistics for Business - II

5 reviews

Examine data drawn from allied fields of business such as Finance and HR, and learn how to simulate data to follow a specified distribution.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Gautam Varde

Poisson Distribution - Probability Problems for Mathematics

Explore Poisson distribution through practical problems, enhancing understanding of probability concepts for engineering and science students.

• YouTube
• 10 minutes
• On-Demand
• Free Video

Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions

2691 ratings at Coursera

Learn essential business statistics, including data descriptors, probability, and statistical distributions. Apply concepts using Excel for informed decision-making in various business scenarios.

• Coursera
• 20 hours 58 minutes
• On-Demand
• Paid Course

Reliability Engineering Statistics (2026)

803 ratings at Udemy

Reliability Engineering Statistics: Probability, SPC, Hypothesis Testing, Distributions and Data Analysis Essentials

• Udemy
• 9 hours 7 minutes
• On-Demand
• Paid Course

Probability and Statistics III: A Gentle Introduction to Statistics

Explore probability distributions, statistical concepts, and estimation methods. Learn about normal distribution, Central Limit Theorem, and sampling distributions for practical applications in data analysis.

• edX
• 4 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Probability and Statistics - Practice Tests and Solutions

191 ratings at Udemy

Probability and Statistics | 100+ Problems + Explanation Videos | For CQA, CQE, CSSGB, CSSBB, CQT, CQPA Exam Preparation

• Udemy
• 7 hours 30 minutes
• On-Demand
• Paid Course

Statistics for Six Sigma and Business with ChatGPT

18 ratings at Udemy

Data Cleaning and Statistics for Lean Six Sigma Projects, Quality Improvement, and Business Insights Using AI.

• Udemy
• 4 hours 48 minutes
• On-Demand
• Paid Course

Probability Theory and Regression for Predictive Analytics

Master probability theory and regression techniques to build predictive models using Python, covering Bayes' Theorem, distributions, OLS, and advanced regression methods.

• Coursera
• 12 hours
• On-Demand
• Paid Course

Engineering Probability and Statistics Part 1

Discover foundational statistics and probability concepts including variables, distributions, and data analysis techniques for engineering applications.

• Coursera
• 1 day 3 hours 9 minutes
• On-Demand
• Paid Course

Steve Brunton

Probability Bootcamp

Master probability fundamentals from counting to advanced distributions, including CLT, Bayes' theorem, and random variables for data science applications.

• YouTube
• 10 hours 37 minutes
• On-Demand
• Free Video

Steve Brunton

The Exponential Distribution: Time Between Poisson Events

Explore the exponential distribution for time between Poisson events, including memoryless properties and applications in lightbulb lifetimes and radioactive decay.

• YouTube
• 19 minutes
• On-Demand
• Free Video