DataAI

A researcher wants to estimate the effect that a marketing intervention had on customer purchases while accounting for time-ordered observations and the timing of events until a customer churns. Which temporal modeling approaches are being combined?

During backpropagation, a neural network must compute the derivative of a loss function that is a composition of several nested functions across layers. Which calculus concept most directly enables computing these composed derivatives?