Natural Language to SQL: Build Your Agent

Unlock the power of your data by interacting with it using everyday language, making complex queries simple and intuitive. This course will guide you through the foundational concepts and practical steps to build your own natural language database agent, transforming how you access and analyze information. What you'll learn: * Understand the foundational concepts of Natural Language to SQL (NL2SQL) systems * Learn to interpret user queries and map them to database schema elements * Apply methods for generating accurate SQL queries from plain English prompts * Practice building a functional database agent for both SQL and tabular data sources * Explore essential prompt engineering techniques to enhance agent reliability and performance * Configure basic retrieval-augmented generation (RAG) patterns for contextual database interactions The course begins with essential terminology and core definitions, progressively building your understanding through practical, written exercises to construct a functional agent. This course is designed for beginners with no prior experience in natural language processing, database agent development, or complex SQL query writing. Begin your journey to more intuitive and accessible data interaction.