There are a number of options you can choose from when you decide to put your machine learning model into production. It depends substantially on the nature of the application. Deployment could include anything from a cron job run on your local machine to a full-scale implementation deployed on an Amazon EC2 instance.

We won't go into detail regarding specific implementations here, but we will have a chance to delve into different deployment examples throughout the book.