Exponential Distribution Courses and Certifications

Steve Brunton

Computing the Expectation and Variance of an Exponential Distribution

Master expectation and variance calculations for exponential distributions through step-by-step mathematical examples and median computation techniques.

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

Queuing Theory: from Markov Chains to Multi-Server Systems

13 reviews

Learn key mathematical tools necessary to anticipate the performance levels of queueing systems and understand the behavior of other systems that evolve randomly over time.

• edX
• 5 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

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

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

NPTEL-NOC IITM

Application of Uniform Distribution and Exponential Distribution

Explore the application of Poisson, continuous uniform, and exponential distributions in this concise statistical overview.

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

UofU Data Science

Exponential and Normal Distribution with Sinusoidal Functions - Lecture 7B

Explore exponential and normal distributions while analyzing the complex function f(x) = (sin(1/x)+1)/1.5, gaining practical insights into probability theory and statistical analysis.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Discriminative Estimation of Mixtures of Exponential Distribution

Explore discriminative estimation techniques for mixtures of exponential distributions in this advanced statistical modeling presentation.

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

Statistics is Fun A.H

Exponential Distribution

Learn about the exponential distribution, including its mean, variance, and median, with practical applications and problem-solving techniques.

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

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: Distribution Models & Continuous Random Variables

Learn about probability distribution models, including normal distribution, and continuous random variables to prepare for a career in information and data science.

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

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

Conjugate Priors Example - Normal Distribution and the Exponential Family of Distributions

1 review

Explore conjugate priors through Normal distributions and the Exponential Family, demonstrating how Normal likelihoods pair with Normal priors for Bayesian inference.

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

IIT Guwahati;  NPTEL

Discrete-time Markov Chains and Poisson Processes

Explore discrete-time Markov chains and Poisson processes, covering fundamental concepts, limiting probabilities, and practical applications in stochastic modeling for science and engineering.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

The Organic Chemistry Tutor

Central Limit Theorem - Sampling Distribution of Sample Means - Stats & Probability

Comprehensive exploration of the Central Limit Theorem, covering sampling distributions, statistical concepts, and probability problems with practical examples and various distribution types.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video