Key takeaway: The best learning format is the one your constraints actually allow you to complete.
Bootcamps work best when speed and external pressure matter more than flexibility. They can create momentum, but only if your schedule can absorb the intensity.
Cohort programs sit in the middle. They offer shared accountability, deadlines, and peer energy without always demanding full-time availability.
Self-paced platforms win on affordability and control. They shine when you can build your own routine and pair lessons with real-world practice.