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The video tutorial explains how to remove unused Amazon Machine Images (AMIs) from an AWS account using Python code. The process involves identifying AMIs that are no longer in use and deleting them to free up memory. The tutorial demonstrates importing the boto3 module, getting the EC2 client, and retrieving all EC2 instances in the account to find and remove unused AMIs. The code is written in Python 3.6 and focuses on efficient management of AMIs to optimize account resources.