Merging Data that does not have a single matching identifier

Consider using string distance measures to join the messy data with a predefined list of standard course names, you can use the fuzzyjoin package to help you with that.

If you need more specific help, please provide a proper REPRoducible EXample (reprex) illustrating your issue.