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)

Distributions

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

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Online Course

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 Online Course

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 Online Course

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 Online Course

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 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 Online Course

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
• Finished
• Free Online Course

Теория вероятностей – наука о случайности. Часть 2

Углубленное изучение непрерывных вероятностных пространств, расширяющее аналитические возможности теории вероятностей и позволяющее строить сложные модели с использованием продвинутого математического аппарата.

• Stepik
• 4 weeks
• Finished
• Free Online Course