Udemy – Complete RAG Testing course with Ragas Deepeval and Python

Master the art of evaluating Retrieval-Augmented Generation (RAG) systems with the most practical and complete course on the market — trusted by over 25,000 students and backed by 1,000+ 5-star reviews.

Whether you’re building LLM applications, leading AI QA efforts, or shipping reliable MVPs, this course gives you all the tools, code, and frameworks to test and validate RAG pipelines using DeepEval and RAGAS.

What You’ll Learn

• Understand the Basics of LLMs and how they are applied across industries
• Explore different LLM Application Types and use cases
• Learn the difference between Weak AI and Generative AI
• Deep-dive into how RAG works, and where testing fits into the pipeline
• Discover the types of RAG Testing: factuality, hallucination detection, context evaluation, etc.
• Get hands-on with ready-to-use code from Day 0 — minimal setup required
• Master classic ML metrics (Accuracy, Recall, F1) and where they still matter
• Learn RAG-specific metrics:
  • Context Recall
  • Context Accuracy
  • Answer Relevancy
  • Truthfulness
  • Fluency, Coherence, Tone, Conciseness
  • AI Engineers & LLM Developers
  • QA/Test Automation Engineers transitioning to AI
  • ML Researchers & Applied Scientists
  • AI Product Managers