Beginner

RAG Systems Mastery

Master advanced Retrieval-Augmented Generation techniques for production AI systems. Learn embedding models, vector databases, hybrid search, reranking, and evaluation frameworks.

70 min

23 lessons

6 modules

Jun 2025

100+ credits

Course Content

Beyond Basic RAG2 min

RAG vs Fine-tuning3 min

The RAG Pipeline3 min

Common Failure Modes2 min

Quiz: Module 1 Quiz: RAG Architecture Deep Dive

RAG Systems Mastery

Course Content

RAG Architecture Deep Dive

Embedding Models & Vector Databases

Advanced Chunking Strategies

Hybrid Search & Reranking

RAG Evaluation & Testing

Production RAG Systems