Building Generative AI Apps to Talk to Your Data
Completed by Anurag Ghosh
January 20, 2026
5 hours (approximately)
Anurag Ghosh's account is verified. Coursera certifies their successful completion of Building Generative AI Apps to Talk to Your Data
What you will learn
Understand techniques for interacting with data including Text-to-SQL, RAG, and hybrid search—and when to use each
How to build a high quality, up-to-date RAG using Cortex Search
How to build text-to-SQL applications using Cortex Analyst that answer questions from structured data in natural language
How to build a frontend for your RAG and Text to SQL applications using Streamlit
Skills you will gain
- Category: Unstructured Data
- Category: Large Language Modeling
- Category: SQL
- Category: Embeddings
- Category: Generative AI
- Category: Application Deployment
- Category: Data Pipelines
- Category: Natural Language Processing
- Category: User Interface (UI)
- Category: Retrieval-Augmented Generation
- Category: LLM Application
