Problem Statement and Metrics
Let’s dive deeper into the problem statement and metrics required for the food delivery system.
Estimate Delivery Time
1. Problem statement
Build a model to estimate the total delivery time given order details (e.g. order size, restaurant location, customer location), market conditions (e.g. weather, events, holidays), and real-time traffic status (e.g. road closures, congestion levels).
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Food Delivery flow
To keep it simple, we do not consider batching (group multiple orders at restaurants) in this exercise.
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