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Mathematics
Statistics & Probability
Poisson Distribution

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Master probability modeling for rare events, actuarial science, and reliability analysis using the Poisson distribution. Learn through practical examples on YouTube, edX, and DataCamp, applying concepts to business decisions, quality control, and risk assessment using Excel, R, and statistical software.

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Steve Brunton
The Connection Between the Exponential Distribution and the Poisson Process

Explore the relationship between exponential distribution and Poisson process, including practical examples like email arrivals and mathematical foundations of event timing probabilities.
- YouTube
- 10 minutes
- On-Demand
- Free Video
Steve Brunton
The Gamma Distribution: Waiting Time for the r-th Event in a Poisson Process

Explore the gamma distribution, its relationship to exponential distribution, and its derivation as the waiting time for the r-th event in a Poisson process, with practical examples.
- YouTube
- 13 minutes
- On-Demand
- Free Video
NPTEL; IIT Madras
Biostatistics and Design of Experiments
3 reviews

The course encompasses topics such as distribution of data, sample size, tests of significance, data reduction, regression analysis, comparison of performance of drugs in clinical trials, design of experiments, screening and second order designs.
- YouTube
- 20 hours
- On-Demand
- Free Video
Excel VBA: Process Modeling
174 ratings at LinkedIn Learning

Learn how to use Excel and VBA for business process modeling. Find out how to create and run simulations for customer flow, queuing, and manufacturing.
- LinkedIn Learning
- 2 hours 28 minutes
- On-Demand
- Free Trial Available
Institute for Pure & Applied Mathematics (IPAM)
Poisson-Dirichlet Distribution for the Interchange Process in Five Dimensions

Explores the emergence of macroscopic cycles in the interchange process on high-dimensional tori, proving convergence to Poisson-Dirichlet distribution for cycle lengths in dimensions 4 and above.
- YouTube
- 47 minutes
- On-Demand
- Free Video
Math with Professor V
Introductory Statistics

Master fundamental statistical concepts from data organization to hypothesis testing, ANOVA, and regression analysis through comprehensive video lessons.
- YouTube
- 13 hours 43 minutes
- On-Demand
- Free Video
Serrano.Academy
The Binomial and Poisson Distributions

Explore binomial and Poisson distributions, from basic concepts to practical applications in probability calculations for real-world scenarios.
- YouTube
- 27 minutes
- On-Demand
- Free Video
Tom Rocks Maths
How to Be More Productive Using Mathematics

Discover how mathematical concepts like Poisson distribution and vector calculus can boost your productivity, explained by an Oxford mathematician using real-world applications and advanced modeling techniques.
- YouTube
- 45 minutes
- On-Demand
- Free Video
The Organic Chemistry Tutor
Probability Distribution Formulas

Explore formulas for binomial, geometric, Poisson, uniform, and exponential probability distributions. Master key concepts to solve statistical problems effectively.
- YouTube
- 16 minutes
- On-Demand
- Free Video
AnalystPrep
Summing Independent Random Variables - SOA Exam P Probability

Master probability concepts for summing independent random variables through practical examples of Poisson and Normal distributions with real-world applications.
- YouTube
- 28 minutes
- On-Demand
- Free Video
AnalystPrep
Discrete Mixtures and Parameter Mixing for Probability Distributions - SOA Exam P

Master probability concepts for discrete mixtures through practical insurance and manufacturing examples with focus on joint, conditional, and marginal distributions.
- YouTube
- 18 minutes
- On-Demand
- Free Video
Steve Brunton
The Normal Distribution - From Binomial Distribution to Gaussian Limits

Explore the relationship between Normal and Binomial distributions, focusing on large-n scenarios, the Central Limit Theorem, and practical applications in statistical analysis through visual demonstrations and code examples.
- YouTube
- 17 minutes
- On-Demand
- Free Video
Steve Brunton
The Moment Generating Function

Discover how moment generating functions connect probability densities to Taylor series expansions, with examples using Poisson, normal, and exponential distributions.
- YouTube
- 22 minutes
- On-Demand
- Free Video
Steve Brunton
Method of Moments to Fit Distributions from Data

Master the method of moments technique for fitting probability distribution parameters using sample data, with practical examples including Poisson and normal distributions.
- YouTube
- 11 minutes
- On-Demand
- Free Video
Steve Brunton
Bootstrapping and Monte Carlo Sampling in Statistics

Explore Monte Carlo sampling and bootstrapping techniques to estimate parameter errors in statistical problems, including Poisson estimation and normal variance analysis.
- YouTube
- 17 minutes
- On-Demand
- Free Video

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