Data Frameworks for Generative AI
Completed by Rachel Francis Blain
November 28, 2025
5 hours (approximately)
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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: Generative AI Agents
- Category: Enterprise Architecture
- Category: Data Science
- Category: Retrieval-Augmented Generation
- Category: Machine Learning
- Category: Metadata Management
- Category: Generative AI
