Master Retrieval-Augmented Generation (RAG) Systems
Completed by Rebecca Almeida Aben-Athar
February 18, 2026
4 hours (approximately)
Rebecca Almeida Aben-Athar 's account is verified. Coursera certifies their successful completion of Master Retrieval-Augmented Generation (RAG) Systems
What you will learn
Understand the core principles and components of Retrieval-Augmented Generation (RAG) systems.
Master advanced techniques like query expansion and Dense Passage Retrieval (DPR) for better retrieval and answer generation.
Learn to visualize and interpret RAG results through embeddings and graph projections.
Skills you will gain
- Category: Text Mining
- Category: Large Language Modeling
- Category: LLM Application
- Category: Data Visualization
- Category: Generative AI
- Category: Vector Databases
- Category: Dimensionality Reduction
- Category: Embeddings
- Category: Plot (Graphics)
- Category: Retrieval-Augmented Generation
