Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Discrete Probability Distributions

jbstatistics via YouTube

Overview

Prepare for a new career with $100 off Coursera Plus
Gear up for jobs in high-demand fields: data analytics, digital marketing, and more.
This course introduces students to discrete probability distributions, covering topics such as expectation of discrete random variables, Bernoulli, binomial, hypergeometric, Poisson, geometric, negative binomial, and multinomial distributions. The course aims to teach students how to calculate expected values and variances of discrete random variables, understand various discrete distributions, and solve example problems related to these distributions. The teaching method includes video lectures. This course is intended for individuals interested in gaining a foundational understanding of discrete probability distributions.

Syllabus

An Introduction to Discrete Random Variables and Discrete Probability Distributions.
The Expected Value and Variance of Discrete Random Variables.
Introduction to the Bernoulli Distribution.
An Introduction to the Binomial Distribution.
An Introduction to the Hypergeometric Distribution.
An Introduction to the Geometric Distribution.
An Introduction to the Poisson Distribution.
Discrete Probability Distributions: Example Problems (Binomial, Poisson, Hypergeometric, Geometric).
The Relationship Between the Binomial and Poisson Distributions.
Proof that the Binomial Distribution tends to the Poisson Distribution.
Introduction to the Negative Binomial Distribution.
Introduction to the Multinomial Distribution.
Overview of Some Discrete Probability Distributions (Binomial,Geometric,Hypergeometric,Poisson,NegB).

Taught by

jbstatistics

Reviews

Start your review of Discrete Probability Distributions

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.