Data Frameworks for Generative AI
Completed by Timo Koch
February 28, 2026
5 hours (approximately)
Timo Koch's account is verified. Coursera certifies their successful completion of Data Frameworks for Generative AI
What you will learn
How structured and unstructured data duel GenAI applications, and how to prepare each for LLM consumption.
How to build retrieval-aware architectures and select context sources that improve factuality in output.
How to craft customized taxonomies and metadata for discoverability and compliance.
Use dialogues, labs, and assignments to test, iterate, and document your framework decisions.
Skills you will gain
- Category: Machine Learning
- Category: Data Science
- Category: Generative AI
- Category: Metadata Management
- Category: Retrieval-Augmented Generation
- Category: Generative AI Agents
- Category: Enterprise Architecture
