Retrieval Augmented Generation (RAG)
Completed by Johan Roed Kou
September 1, 2025
31 hours (approximately)
Johan Roed Kou'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: Vector Databases
- Category: Fine-tuning
- Category: LLM Application
- Category: Prompt Engineering
- Category: Large Language Modeling
- Category: System Monitoring
- Category: Retrieval-Augmented Generation
- Category: Application Security
- Category: Embeddings
- Category: Model Evaluation
