Why You Should Care About Business Metrics in Your Next ML Project

Business metrics matter. They can kill your entire ML project.

Imagine you have worked weeks on a project to develop a new ML model. You spent hours understanding the data, creating features, and testing different models. With all this hard work, you built a model you are proud of. It is the best model you could have developed.

Now, it is time to show your model to stakeholders. You are sure they will be as excited as you about the …

business business metrics data data science features imagine machine learning matter metrics model-evaluation next project testing understanding work