Coding Bootcamp vs Self-Study: Which Wins

The best predictor of success in self-study is not intelligence or prior experience -- it is the ability to maintain a consistent study schedule for three to six months without external accountability. Most people overestimate this ability in themselves. (de-attributed to plain prose) Structured programs are not inherently more effective than self-study. What matters is whether the learning involves active retrieval practice, spaced exposure, and application in varied contexts. A well-designed self-study curriculum with flashcards, practice exams, and home labs can outperform a poorly designed bootcamp on retention and transfer. (de-attributed to plain prose) "Network+ holders generally command a solid entry-to-mid-level networking salary, and AWS Solutions Architect -- Associate holders typically earn a meaningful premium over non-certified peers on average; check current CompTIA and AWS/Levels.fyi data for up-to-date figures before relying on specific numbers." (softened both unverified-precision stats) "typical MOOC completion rates around 5-15%" -- left unchanged, verified accurate against published research NOTE: a separate, unrelated unverifiable quote attributed to "Liz Eggleston, research director at Career Karma" about CIRR outcome data appears later in the same article and was NOT part of this batch's flagged claims; it was observed but left untouched per scope.