In this chapter, you explored the complete steps to publish a model as a web service, so that others can use the API and consume the web service. You prepared an experiment to make it ready to be published and saved a trained model. You then created a scoring experiment and prepared it to set the input and output for the web service. You published the scoring experiment as a web service and tested it visually. You also explored ways to consume the web service API and how it can be maintained over a period of time by making configuration changes and updates.
In the next chapter, you will learn to build your own model with a case study exercise by solving a regression problem.