Data Frameworks for Generative AI
Completed by Yuka Takesue
December 24, 2025
5 hours (approximately)
Yuka Takesue'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: Enterprise Architecture
- Category: Generative AI Agents
- Category: Generative AI
- Category: Retrieval-Augmented Generation
- Category: Metadata Management
- Category: Data Science
