Retrieval Augmented Generation (RAG)
Completed by Trevor Tan Wei Kiat
December 12, 2025
31 hours (approximately)
Trevor Tan Wei Kiat'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: Artificial Intelligence
- Category: Retrieval-Augmented Generation
- Category: Embeddings
- Category: Vector Databases
- Category: Large Language Modeling
- Category: LLM Application
- Category: System Monitoring
- Category: Prompt Engineering
- Category: Application Security
- Category: Model Evaluation
- Category: Fine-tuning
