Introduction
- Introduction to probability (part 1)
- Introduction to probability (part 2)
Discrete Random Variables
- Discrete Random Variables: An introduction
- Expectation of a Discrete Random Variable
- Variance of a Discrete Random Variable
Expectation, Variance and Conditional Probabaility
- Properties of Expectation and Variance
- Conditional Probability
- Conditional Probability: Simple Example 1
- Bayes Rule
- Statistical Independence and Independent Random Variables
- Find Expectation and Variance: Simple Example
Example of Discrete Random Variables (Bernoulli, Binomial Geometric, Poisson)
- Bernoulli and Binomial Random Variables
- Binomial Distribution: Simple Example
- Geometric Distribution
- Poisson Distribution
- Poisson Distribution: A Simple Example
