AI Techniques (Production): Fine-Tuning Strategy & Tradeoffs

Understand when fine-tuning is the right tool — and when it isn’t. This session covers dataset strategy, evaluation-driven tuning, performance vs cost tradeoffs, and common failure modes observed in production systems. Best for builders optimizing LLM performance at scale.