How to Become an AI Engineer Fast

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A step-by-step roadmap for becoming an AI engineer, covering Python fundamentals, understanding LLMs (tokens, context windows, temperature), calling LLM APIs (OpenAI, Anthropic), prompt engineering and structured outputs, RAG with vector databases, orchestration frameworks like LangChain and LlamaIndex, LLM ops and production

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