Curriculum
university
Actuarial Science
Probability Theory
Probability Theory
Dive deep into this topic with our structured lesson path.
3 hours
Prerequisites
No strict prerequisites. You're ready to start!
Lesson Path
Lesson 1
Discrete and Continuous Probability Distributions
Lesson 2
Joint, Marginal, and Conditional Distributions
Lesson 3
Transformations of Variables and Limit Theorems
Lesson 4
Moment Generating Functions
Lesson 5
Conditional Expectation and Variance
Lesson 6
Order Statistics
Lesson 7
Bayes' Theorem and Total Probability
Lesson 8
Mixture Distributions and Insurance Applications
Lesson 9
Central Limit Theorem Approximations
Lesson 10
Risk Aversion and Utility Theory