On-demand video streaming is popular among students due to its flexibility and replayability. However, different subjects may benefit from different formats. For example, on-demand is suitable for memorization-heavy medical subjects, while real-time interactive sessions are more effective for calculation-based engineering courses, enabling immediate Q&A.