Modern Data Architecture on AWS

17

Automate, Operationalize, and Monetize

In this chapter, we will look at the following key topics:

• The need for automation
• The DevOps process
• The DataOps process
• The MLOps process
• Data monetization
• Wrap-up

The need for automation

Even though we have come to the last chapter of the book, a data platform cannot be sustainable in the long run if a large number of teams manually manage all the day-to-day operations. In a mature organization, personas who help build and operate the data platform do not get access to the AWS console in production. So, the main question arises: how do they manage and operate a modern data platform? The answer is simple – each and every aspect of the data platform is managed and operated through automation scripts ...