1. Calculus Review

- Common functions (polynomial/trig/exponential/log)

- Derivatives

- Taylor Series

- Maximum and Minimum

- Lagrange Multiplier

- Probability with counts

- Binomial pmf

- Geometric pmf

- Negative Binomial pmf


2. Probability & Statistics Review

Probability Review: view

Probability Tutorial: view


Extended Readings

Taylor Series

Lagrange Multiplier

Permutations and Combinations

Binomial Coefficients: this is where the name "binomial" distribution comes from.

Bayes Theorem