Master Retrieval-Augmented Generation (RAG) Systems
Completed by Mario Serrano Sanchez
May 23, 2025
4 hours (approximately)
Mario Serrano Sanchez'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: Prompt Engineering
- Category: Large Language Modeling
- Category: Embeddings
- Category: Dimensionality Reduction
- Category: Vector Databases
- Category: Generative AI
- Category: Plot (Graphics)
- Category: Text Mining
- Category: Retrieval-Augmented Generation
- Category: LLM Application
