Many machine learning techniques, including optimization, rely on the use of derivatives to determine how to update a model’s parameter values in order to maximize or minimize an objective function.
We’ll keep looking at how to get the derivatives of functions using different methods. We’ll look at the power, product, and quotient rules in particular,