Probability Basics

This introductory course covers core probability concepts, combinatorics, set operations, conditional probability, expected values, frequency distributions, and major discrete and continuous probability distributions.

Syllabus

What is probability | Expected Values, Frequency Distribution, Complement.
Combinatorics: Factorials Explained.
Probability: Intersection and Union of Sets.
Probability and Statistics: Conditional Probability.
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.