Retrieval Augmented Generation (RAG)
Completed by Zhongwei HU
November 27, 2025
31 hours (approximately)
Zhongwei HU's account is verified. Coursera certifies their successful completion of Retrieval Augmented Generation (RAG)
What you will learn
How to design and build RAG systems tailored to real-world needs
How to weigh tradeoffs between cost, speed, and quality to choose the right techniques for each component of a RAG system
A foundational framework to adapt RAG systems as new tools and methods emerge
Skills you will gain
- Category: Model Evaluation
- Category: Vector Databases
- Category: System Monitoring
- Category: Artificial Intelligence
- Category: Embeddings
- Category: Retrieval-Augmented Generation
- Category: Application Security
- Category: Fine-tuning
- Category: LLM Application
- Category: Prompt Engineering
- Category: Large Language Modeling
