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Is an AI bootcamp worth it compared to self-study?

For most career changers in 2026, self-study with shipped portfolio projects beats a paid bootcamp. The free curriculum from fast.ai, Karpathy's YouTube series, and DeepLearning.AI plus a paid LLM API budget for hands-on experiments produce a stronger interview signal than most bootcamp certificates. Choose a bootcamp only if you need the structure or the hiring network it provides.

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