Linear Algebra Single-variable derivative Partial derivative and Gradient Jacobian Vector-Vector, Matrix-Vector Introduction to Probability and Counting Probability and Bayes’ Theorem Random Variable and Discrete Distribution Continuous Distribution Gaussian Distribution