Retrieval Augmented Generation (RAG)
Completed by Kevin Jing Qiu
August 5, 2025
31 hours (approximately)
Kevin Jing Qiu'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: Fine-tuning
- Category: LLM Application
- Category: Artificial Intelligence
- Category: System Monitoring
- Category: Vector Databases
- Category: Embeddings
- Category: Retrieval-Augmented Generation
- Category: Application Security
- Category: Model Evaluation
- Category: Large Language Modeling
- Category: Prompt Engineering
