Partial Derivatives: These are derivatives of functions with more than one variable, taken with respect to one variable at a time. In the context of gradient descent, partial derivatives tell you how ...

Finding the relationship between dA, s, and ds for the area of a square. This is extended for volume, a higher-dimensional volume s^7, and a square root function s^{0.5}. [ This uses a limiting ...