Self-paced learning wins for most adults because you learn at your optimal pace, can learn around real life, can rewatch anything instantly, and control your study environment. The one risk: you must provide your own structure. Import structure deliberately: schedule at fixed times, track your streak, share progress publicly, set milestone deadlines. Cohort-based is better if you need external accountability or a fixed endpoint to create urgency — know yourself and choose accordingly.