- Estimated completion is around 3–5 weeks at a part-time pace.
- Weekly effort of 3–5 hours is generally sufficient for lectures and exercises.
- Regular practice in campaign creation and analytics reinforces learning.
- Revisiting exercises or experimenting with additional ad strategies may require extra time.
- Consistent engagement ensures learners develop practical social media advertising skills.

