Resources

Prerequisites

• Math Prerequisites
• Computing Finite Sums by Coding
• Data 8 Spring 2018
• Data 8 Textbook

Double Integrals

Here is a beautiful lecture by Prof. Denis Auroux of the Berkeley Math department, recorded when he was at MIT. If you have studied double integrals before, you can start at around 15:30.

Mathematical Induction

Here is a clear and concise exposition, with several examples, by Prof. Victor Adamchik of the CS department at Carnegie Mellon.

Summation Notation

Here is a terrific summary by Prof. James Aspnes of the Yale CS department.

Exponential Approximation

• Exponential Approximation

Probability

• Textbook
• Probability by Jim Pitman
• Theory meets Data
• Distributions Summary
• Problem Solving FAQ (Stat 134)

Python

• datascience Reference
• prob140 Reference
• Data 8 Midterm Reference
• Prob 140 Final Code Reference