Exponential Distribution Courses and Certifications

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)

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)

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

Distributions

Explore key probability distributions, their functions, and applications in statistics through detailed explanations and examples.

• YouTube
• 2 hours 30 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

Statistics is Fun A.H

Characteristics Function

Explore key probability distributions through characteristic functions, including Normal, Cauchy, Exponential, and Uniform, with proofs and examples.

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

Statistics is Fun A.H

Maximum Likelihood Estimator Topics

Explore maximum likelihood estimation for various probability distributions, including gamma, Bernoulli, exponential, and geometric.

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

Institut Henri Poincaré

Ancestors' Genetic Weights in Biparental Populations

Explore genetic composition in biparental populations using a Moran model. Analyze ancestral genome proportions and their convergence as population size increases.

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

UofU Data Science

Probability and Statistics: Joint Discrete Random Variables and Distributions - Lecture 9

Master probability concepts from exponential distribution to joint discrete random variables, including marginal and conditional probability calculations for comprehensive statistical analysis.

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

UofU Data Science

Probabilistic Graphical Models and Maximum Likelihood Estimation - Lecture 13

Dive into probabilistic graphical models, exploring likelihood estimation, Gaussian models, and network structures while learning to analyze real-world data using conditional independence concepts.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

UofU Data Science

Probability and Statistics: Expectation of Random Variables - Lecture 8

Master probability concepts through discrete and continuous random variables, exploring Bernoulli, geometric, exponential, and normal distributions with practical examples and linearity principles.

• YouTube
• 1 hour 20 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

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

Statistics and Probability

Comprehensive exploration of statistical concepts, probability distributions, and analytical techniques, covering key topics from random variables to regression analysis.

• YouTube
• 11 hours
• On-Demand
• Free Video

概率论与数理统计

“降雨概率”，“排队等待时间”，“投资风险”等等，随机现象在现代生活中无处不在。本课程将引导学生学习和理解定量描述随机性的基本数学模型和理论方法。

• XuetangX
• On-Demand
• Free Online Course