Retrieval Augmented Generation (RAG)
Completed by Denis Danov
November 16, 2025
31 hours (approximately)
Denis Danov'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: Large Language Modeling
- Category: Embeddings
- Category: Retrieval-Augmented Generation
- Category: Application Security
- Category: System Monitoring
- Category: Fine-tuning
- Category: Prompt Engineering
- Category: Artificial Intelligence
- Category: Vector Databases
- Category: LLM Application
