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Prashan introduces the topic of cleaning up old AMIs using Boto3 on AWS. AMI stands for Amazon Machine Image, which is used to boot operating systems. Organizations often have automation processes to create AMIs for backup and reverting to a known good state in case of issues. Continuous AMI creation leads to higher AWS bills.