Probability Distributions

This introductory course explains probability distributions and surveys common discrete and continuous examples, including uniform, binomial, Bernoulli, Poisson, normal, Student’s t, and chi-squared distributions.

Syllabus

Introduction to Probability Distributions.
Probability: Types of Distributions.
Introduction to Discrete Uniform Distribution.
Probability: Binomial Distribution.
Bernoulli Distribution.
Data Science & Statistics Tutorial: The Poisson Distribution.
Understanding the Normal Distribution [Statistics Tutorial].
Standard Normal Distribution.
Introduction to Probability: Student's T Distribution.
Data Science & Statistics: Chi-Squared Distribution.
Introduction to Probability | 365 Data Science Online Course.