What is the difference between a gradient and a derivative? The text I'm reading keeps mentioning that 'the gradient is the transpose of the derivative'.
Does this mean that $$ \nabla f(v) = df(v)^T $$ and also that $$ \nabla f(v) = \frac{df(v)}{dx} $$