Probability Interview
Jay
Published May 17, 2021
6 Courses
Overview and objectives
In this course we'll focus on probability theory and move towards how to tackle different types of probability questions.
Audience
The pre-requisites for this course involve basic understanding of probability and statistics. Some concepts may be difficult without a college level understanding of math.
Courses
Courses in this learning path are:
Basic Probability
Probability Theory is the branch of mathematics that deals with uncertainty, underpinning all of statistics and machine learning.
4 of 10 Completed
Discrete Distributions
All areas of study in math can roughly be divided into two camps: discrete mathematics and continuous mathematics. Perhaps the best way to describe the difference between the two is to talk about what each of the branches means by "number."
3 of 12 Completed
Continuous Distributions
Continuous probability distribution: A probability distribution in which the random variable X can take on any value (is continuous).
4 of 6 Completed
Multivariate Distributions
Multivariate distributions show comparisons between two or more measurements and the relationships among them. For each univariate distribution with one random variable, there is a more general multivariate distribution.
3 of 9 Completed
Sampling Theorems
Thus far in this course, we have considered random variables under an idealized scenario where we know the distribution of the random variable.
3 of 7 Completed
Probability Questions: Hard
Let's tackle harder probability questions you'd expect to see from quantitative finance or trading interviews.
4 of 5 Completed
42%
CompletedYou have 28 sections remaining on this learning path.