Probability Distributions

Overview

This course on Probability Distributions aims to help learners understand various types of distributions such as Discrete Uniform, Binomial, Bernoulli, Poisson, Normal, Standard Normal, Student's T, and Chi-Squared. The course teaches the fundamentals of probability and statistics through tutorials on these distributions. The teaching method involves theoretical explanations and practical examples to illustrate the concepts. This course is intended for individuals interested in data science, statistics, and probability theory.

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.