As with most things involving AWS and the CLI, deleting Log Groups is quite straightforward once you know the syntax.
Given a log group called “HelloAgain”, use the following:
aws logs delete-log-group --log-group-name /aws/lambda/HelloAgain
To easily get a list of logs:
aws logs describe-log-groups | grep "logGroupName"