4 UC Berkeley MIDS program

4.2 Calculus materials:

Khan Academy:

MIT: Units 1, 2, and 3 of the Single Variable Calculus course

Be familiar with the following concepts: * How integration corresponds to areas under a curve * The fundamental theorem of calculus * A few basic derivation/integration rules: the power rule, the chain rule, * the derivatives of ln(x) and exp(x) * How to maximize functions using first-order conditions * Partial derivatives * Double integrals for functions in the x-y plane

4.3 Python:

Learning Python

4.5 Other Statistics resources:

MIT Introduction to Statistics

An Introduction to Mathematical Reasoning, Peter J. Eccles

Principles of Mathematical Analysis, Walter Rudin

Math 53 Lectures with Professor Frenkel