8. Deploy Models

You have just built a machine learning model to predict which group a customer belongs to. The model seems to do a good job in segmenting your customers. You decide to give this model to your team members so that they can develop a web application on top of your model.

Wait, but how will you ship this model to your team members? Wouldn’t it be nice if your team members can use your model without setting up any environment or messing with your code?

In this chapter, you will learn methods and tools to deploy your ML models with ease.