Probability

Probability is a part of mathematics where uncertainty plays a role. It is an important tool for statistics.

Bayes' rule

In this video you will learn about Bayes' rule. You will learn how to determine conditional probabilities. 

Independence of events

In this video you will learn when two events are independent.

Binomial coefficients

In this video you will learn about permutations and binomial coefficients.

Continuous random variables

In this video you will learn about continuous random variables, their probability density function and their distribution function. 

Expectation of a random variable

In this video you will learn about the expectation of a discrete random variable.

Jensen's inequality

In this video you will learn about Jensen's inequality and convex functions.

Independence of random variables

In this video you will learn when two random variables are independent.

Poisson Process

In this video you will learn about simulating stochastic processes of events and the Poisson process.