By the end of the free course, you will have the fundamentals of RAG evaluation and metrics, and you will learn how to qualitatively diagnose a failing RAG system.

By the end of this course, you’ll learn how to evaluate and improve RAG systems using key metrics like precision, recall, faithfulness, and answer relevancy. You’ll follow practical diagnostic frameworks to make data-driven decisions and fix errors with clarity. The course is highly hands-on, with only the essential theory needed to build reliable, production-ready RAG systems.