Summary

In this short chapter, we wanted to step back and show you the big picture of the platform and the model life cycle. We encourage you to refer to Chapter 2, Understanding MLOps, where we presented a typical ML life cycle, for a more detailed discussion. Recall the importance of collaborations across multiple teams and how investing more time in understanding the available data will result in a model that delivers the expected business value.

Now you know what the various stages of your project will look like. In the next two chapters, you will implement the flight delay prediction service using the ML platform that we have presented in this book and you will perform each of the stages we have described in this chapter. The idea is to show you how the platform caters to every stage of your project and how you can implement this platform in your organization.