Retrieval Augmented Generation (RAG)
Completed by Heng-Yi (Ken) Chou
November 15, 2025
31 hours (approximately)
Heng-Yi (Ken) Chou'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: Vector Databases
- Category: System Monitoring
- Category: Large Language Modeling
- Category: LLM Application
- Category: Embeddings
- Category: Prompt Engineering
- Category: Model Evaluation
- Category: Application Security
- Category: Artificial Intelligence
- Category: Retrieval-Augmented Generation
- Category: Fine-tuning
