A gouge is a profile of the quirky things a specific DPE is known for asking, or the scenarios they often give an applicant.

If you don’t pass the written test, Pilot Institute will send you ... In addition to their basic private pilot ground school, they also offer ground school training for aspiring sport pilots ...

The typical certifications one should expect to get are the Student Pilot Certificate, Private Pilot's License (PPL), ...