The following pages and posts are tagged with
| Title | Type | Excerpt |
|---|---|---|
| Multivariate calculus | Page | ## Derivative * A function maps an input to an output. * Calculus provides a set of tools to study the relationship between a function and the change in its variables. * There are different notations for showing a derivative: $$ \frac{dy}{dx} $$ suggested by Leibniz, $$ y'(x) $$, suggested... |
| Linear algebra | Page | Linear Algebra is a cornerstone for machine learning algorithms. It helps us analyze linear equations with lots of variables without getting lost. An example of such linear equation systems is a price list. Suppose you have the total price of a... |