Master Retrieval-Augmented Generation (RAG) Systems
Completed by Radha Kumari Ray
October 16, 2025
4 hours (approximately)
Radha Kumari Ray'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: Generative AI
- Category: Vector Databases
- Category: Plot (Graphics)
- Category: Retrieval-Augmented Generation
- Category: Embeddings
- Category: Text Mining
- Category: Prompt Engineering
- Category: Large Language Modeling
- Category: Dimensionality Reduction
- Category: LLM Application
