Why it matters: How to train an AI in 2026: full pipeline, data, compute, fine-tuning, LoRA, RLHF, MLOps, risks, regulation, and future trends explained end to end.
Why it matters: The Adam optimizer powers most deep learning today. See how it works, the formula, default betas, PyTorch code, AdamW, and when SGD wins.