Here is a typo in your galaxy101 tutorial, Section 2.4:
"Join, Subtract and Group -> Compare two Queries" should instead be "Join, Subtract and Group -> Compare two Datasets".
Thanks Harry for reporting the typo. I'll review and make the correction. Or, if you get there first in github, you can submit the correction as a pull request.
Best, Jen, Galaxy team