Summary
This last chapter in the book was the most optional of all of them, but for those of you who often work in a production environment, these tools will be invaluable.
In this chapter, you learned how to save a model to your hard drive using JSON serialization, so you can share it or open it up later without requiring the model to be retrained. You also learned how to update a model that has already been fitted, another procedure designed to save you time. Finally, you examined a new plot format, an impressive tool to make your plots interactive in a browser, and hopefully, you saw the potential of packaging this information into a dashboard.
Together, what you learned in this chapter will help you to update your model as time progresses and new data comes in, and share that model via live, web-based interactive dashboards.
