Limit theorems and simulation methods.

Determinants, eigenvalues, and eigenvectors. A First Course in Probability (by Sheldon Ross)

Continuous and discrete variables, joint distributions, and properties of expectation.

Basic laws of probability, independence, and Bayes' Theorem.

This manual focuses on solving ordinary differential equations (ODEs) using various algebraic and calculus-based techniques.