Building Generative AI Apps to Talk to Your Data
Completed by Mateusz Krzyziński
October 3, 2025
5 hours (approximately)
Mateusz Krzyziński'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: Natural Language Processing
- Category: Data Processing
- Category: LLM Application
- Category: Application Development
- Category: Application Deployment
- Category: User Interface (UI)
- Category: Front-End Web Development
- Category: Generative AI
- Category: Large Language Modeling
- Category: SQL
- Category: Retrieval-Augmented Generation
