The data foundations that make AI work. Data quality, governance, architecture, pipelines, and the GenAI shift from training to retrieval. Most AI failures are data failures — learn the patterns and prevent them.
...generation). RAG vs fine-tuning: RAG injects your data at query time — always current, lower cost, medium complexity. Fine-tuning teaches the model your style or domain — snapshot at training time, higher cost,...