Chapter 9: Automated Machine Learning with GCP

"The first rule of any technology used in a business is that automation applied to an efficient operation will magnify the efficiency. The second is that automation applied to an inefficient operation will magnify the inefficiency."

-Bill Gates

This has been a long yet rewarding journey of learning about major hyperscalers and how they implement automated machine learning in their respective platforms. In the previous chapter, you learned how to get started with Google Cloud AI Platform, learned about AI Hub, and learned how to build a notebook instance in GCP. You also learned about the different flavors of automated machine learning offered by GCP, including AutoML Natural Language, AutoML Tables, AutoML Translation, AutoML Video, and AutoML Vision.

Continuing with the breadth of GCP offerings, capabilities, and services, we will now do a deep dive into Cloud AutoML Tables. We will build models and explain how automated...