Technical requirements

To execute the recipes in the chapter, make sure you have an Amazon S3 bucket, as well as permissions to manage the Amazon SageMaker and Amazon S3 resources if you're using an AWS IAM user with a custom URL. If you are using the root account, then you should be able to proceed with the recipes in this chapter. However, it is recommended that you're signed in as an AWS IAM user instead of using the root account in most cases. For more information, feel free to take a look at https://docs.aws.amazon.com/IAM/latest/UserGuide/best-practices.html.

As the recipes in this chapter involve a bit of code, we have made the necessary scripts and notebooks available in this book's GitHub repository: https://github.com/PacktPublishing/Machine-Learning-with-Amazon-SageMaker-Cookbook/tree/master/Chapter07. Before starting each of the recipes in this chapter, make sure that the my-experiments/chapter07 directory is ready. If it has not been created yet, please...