Estimating Delivery Times: A Case Study In Practical Machine Learning by Rick Fulton via @postmatesdev

The team at Postmates have built a model to predict delivery times. This article walks through, beginning to end, the problem definition to the impressive result. Perhaps the most interesting aspect of this process: they settled on using a linear regression model rather than a more involved approach. Sometimes simple is better.

This is a great worked through example.