Building Generative AI Apps to Talk to Your Data
Completed by Mateusz Dorobek
April 21, 2026
5 hours (approximately)
Mateusz Dorobek'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: LLM Application
- Category: SQL
- Category: Data Processing
- Category: Front-End Web Development
- Category: Generative AI
- Category: Large Language Modeling
- Category: User Interface (UI)
- Category: Retrieval-Augmented Generation
- Category: Embeddings
- Category: Application Development
- Category: Application Deployment
- Category: Unstructured Data
