Designing a model for ice cream delivery
Question
Suppose you're working as a data scientist for an ice cream delivery company. You're tasked with building a model that will predict how long it takes different types of ice cream to be prepared as well as how long it takes them to melt.
Given this information, walk through some key components of your model and explain why measuring bias might be particularly important here.