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Large Language Models (LLMs) — The Complete AI Engineer Roadmap
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Phase 3 – Agentic AI Systems
Foundations: Transformers & LLMs
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Large Language Models (LLMs)
3.1 · Foundations: Transformers & LLMs
What You'll Learn
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Pretraining (next-token prediction)
Instruction tuning
RLHF / alignment techniques
Scaling laws & model sizes
Context windows & long-context models
Inference basics (sampling, temperature, top-k/top-p)
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