Summary

In this chapter, we covered several topics, including what AI and ML are, the key steps in an end-to-end ML life cycle, and the core functions of ML solutions architecture. Now, you should be able to identify the key differences between the three main types of ML and the kind of business problems they can solve. You have also learned that business and data understanding is critical to the successful outcome of an ML project, in addition to modeling and engineering. Lastly, you now have an understanding of how ML solutions architecture fits into the ML life cycle.

In the next chapter, we will go over some ML use cases across a number of industries, such as financial services and media and entertainment.