In this chapter, we shifted our focus to designing big data applications on AWS. We explored the best practices for using EMR, designing streaming applications with Amazon Kinesis, serverless applications, machine learning, and predictive analytics applications using Amazon SageMaker.

In the next chapter, we will focus on the hands-on implementation of big data applications using AWS services such as Glue, Lambda, Kinesis, and SageMaker.