I will be upfront about something: I approached this topic skeptically. The premise — "classroom training is better than recorded courses" — sounds like something an institute would say to justify its own existence. So I tried to look at it the way I would look at any other systems problem. What does the completion data actually show? What do the employment timelines look like? And where does the format difference genuinely matter? The numbers turned out to be less ambiguous than I expected. Starting with completion rates. EdTech platform data, tracked consistently across multiple years and providers, puts self-paced online course completion somewhere between 5% and 25%. This means that if you model a cohort of 100 students enrolling in a recorded digital marketing course, somewhere between 75 and 95 of them never finish. Not a tail risk. The expected outcome. For classroom-based digital marketing programmes, the completion rate sits around 87%. This is not a content quality difference.…